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- International Conference on Computer Aided Systems Theory (12th : 2009 : Las Palmas de Gran Canaria, Spain)
- Berlin ; London : Springer, 2009.
- Description
- Book — 1 online resource
- Summary
-
- Systems Theory and Simulation: Formal Approaches.- Kolmogorov Stream Ciphers.- Morphotronic System (Theory).- Knowledge Discovery in Databases Using Multivalued Array Algebra.- Local Space-Time Systems Simulation of Linear and Non-linear Retinal Processes.- Analytical Representation of Intrinsic Directionality in Retinal Cells.- Linear Complexity Measures for Multi-valued Cryptographic Data Streams by Application of the Rissanen Partial Realization Method.- A Software Implementation of the Rissanen Method for Partial Linear Systems Realization.- New Frontiers in the Validation of Simulation Models-Structural Dominance Analysis.- Optimizing the Hardware Usage of Parallel FSMs.- SynPSL: Behavioral Synthesis of PSL Assertions.- Learning Autonomous Helicopter Flight with Evolutionary Reinforcement Learning.- Designing Communication Space in Wireless Sensor Network Based on Relational Attempt.- Boundary Scan Security Enhancements for a Cryptographic Hardware.- Automated Design of Totally Self-Checking Sequential Circuits.- A General Purpouse Control System.- Computation and Simulation in Modelling Biological Systems.- On the First Exit Time Problem for a Gompertz-Type Tumor Growth.- A Neuronal Model with Excitatory and Inhibitory Inputs Governed by a Birth-Death Process.- Diffusion Processes Subject to Catastrophes.- Automatic System Identification of Tissue Abnormalities Based on 2D B-Mode Ultrasound Images.- Vision-An Essay from a Computational View Point.- On a Generalized Leaky Integrate-and-Fire Model for Single Neuron Activity.- Mathematical and Computational Modeling of Neurons and Neuronal Ensembles.- Intelligent Information Processing.- The Foldl Operator as a Coequalizer Using Coq.- Algorithm for Testing the Leibniz Algebra Structure.- Automatic Drusen Detection from Digital Retinal Images: AMD Prevention.- A Study of Extracting Knowledge from Guideline Documents.- Modelling Differential Structures in Proof Assistants: The Graded Case.- Vascular Landmark Detection in Retinal Images.- Web Applications: A Proposal to Improve Response Time and Its Application to MOODLE.- Functional Disambiguation Using the Syntactic Structures Algorithm for Each Functional Interpretation for Spanish Language.- On Similarity in Case-Based Reasoning for Structural Health Monitoring.- A Distributed System for Massive Generation of Synthetic Video Using GPUs.- Using a Rank Fusion Technique to Improve Shot Boundary Detection Effectiveness.- Step-Guided Clinical Workflow Fulfilment Measure for Clinical Guidelines.- Debugging and Verification of Multi-Agent Systems.- Easing the Definition of N-Ary Relations for Supporting Spatio-Temporal Models in OWL.- Applied Formal Verification.- Separation of Transitions, Actions, and Exceptions in Model-Based Testing.- Automatic Test Generation for Coverage Analysis Using CBMC.- Self-healing Assurance Based on Bounded Model Checking.- Effective Bit-Width and Under-Approximation.- Observable Runtime Behavior for Defects Indicated by Automated Static Analysis.- Computer Vision and Image Processing.- Real-Time Vision-Based Vehicle Detection for Rear-End Collision Mitigation Systems.- Real-Time Hierarchical GPS Aided Visual SLAM on Urban Environments.- Tomographic Image Reconstruction Using Abstractions.- Unsupervised Clustering Using Diffusion Maps for Local Shape Modelling.- Sensibility Analysis of an Object Movement Forecast Approximation in Real Image Sequences.- Angular Contour Parameterization for Signature Identification.- Image Sequences Noise Reduction: An Optical Flow Based Approach.- Mobile and Autonomous Systems: Robots and Cars.- From Industrial to Ubiqitous Robots.- WiFi Localization System Using Fuzzy Rule-Based Classification.- Vehicle Detection Based on Laser Radar.- Biomimetic Controller for Situated Robots Based on State-Driven Behaviour.- Supporting Information Services for Travellers of Public Transport by Road.- Applying Reinforcement Learning to Multi-robot System Behavior Coordination.- Safe Crossroads via Vehicle to Vehicle Communication.- Cooperation Enforcement Schemes in Vehicular Ad-Hoc Networks.- Cooperative and Competitive Behaviors in a Multi-robot System for Surveillance Tasks.- Control Action Continuity on Situation-Based Obstacle Avoidance.- Simulation Based System Optimization.- Traffic Signals in Traffic Circles: Simulation and Optimization Based Efficiency Study.- Integrated System and Network Simulation of a 5.8GHz Local Positioning System.- Simulation Based Optimization of Vertex Packing Decoding Algorithms.- Diversity Order of Spatial Multiplexing with Transmit Antenna Correlation Based Precoding.- Software Simulator to Model an Energy Autonomous System.- Signal Processing Methods in Systems Design and Cybernetics.- On Stochastic Variation in Discrete Time Systems.- Convolution on Finite Groups and Fixed-Polarity Polynomial Expressions.- Reversible Synthesis through Shared Functional Decision Diagrams.- Ternary Haar-Like Transform and Its Application in Spectral Representation of Ternary-Valued Functions.- Complete Sets of Hamiltonian Circuits for Classification of Documents.- SPICE Simulation of Analog Filters: A Method for Designing Digital Filters.- A Heterogeneous Decision Diagram Package.- Walsh Matrices in the Design of Industrial Experiments.- Dynamic Behavior of Time-Domain Features for Prosthesis Control.- Decomposing Pattern Matching Circuit.- Hardware Approach to Artificial Hand Control Based on Selected DFT Points of Myopotential Signals.- System Approach to Complex Signal Processing Task.- Polynomial Models in Control System Design.- Symbolic Computations on Rings of Rational Functions and Applications in Control Engineering.- Nonlinear Systems: A Polynomial Approach.- Robust Control of a Two Tank System Using Algebraic Approach.- Comparing Algebraic and Constrained Pole Assignment Controllers for a Thermal System.- Nonlinear Controllers for a Fluid Tank System.- Pre-identification for Real-Time Control.- Realization of Continuous-Time Nonlinear Input-Output Equations: Polynomial Approach.- Heuristic Problem Solving.- Using Heuristic Optimization for Segmentation of Symbolic Music.- Fitting Rectangular Signals to Time Series Data by Metaheuristic Algorithms.- Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification.- Solving the Euclidean Bounded Diameter Minimum Spanning Tree Problem by Clustering-Based (Meta-)Heuristics.- Solving the Rectangle Packing Problem by an Iterative Hybrid Heuristic.- New Approximation-Based Local Search Algorithms for the Probabilistic Traveling Salesman Problem.- Evolving 6-State Automata for Optimal Behaviors of Creatures Compared to Exhaustive Search.- Analysis of the Properties of the Harmony Search Algorithm Carried Out on the One Dimensional Binary Knapsack Problem.- An Algorithm of Schedule Planning for Tanker Drivers.- A Kruskal-Based Heuristic for the Rooted Delay-Constrained Minimum Spanning Tree Problem.- Applying Ant Colony Optimisation to Dynamic Pickup and Delivery.- Model Driven Rapid Prototyping of Heuristic Optimization Algorithms.- Heuristic Methods for Searching and Clustering Hierarchical Workflows.- Model Instability in Microarray Gene Expression Class Prediction Studies.- Conflict Resolution in Multiagent Systems Based on Wireless Sensor Networks.- Evolutionary Selection in Simulation-Based Optimization.- Feature Selection Based on Pairwise Classification Performance.- On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms.- Solving a Real-World FAP Using the Scatter Search Metaheuristic.- On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection.- On Structural Identification of 2D Regression Functions for Indoor Bluetooth Localization.- Grid-Enabled Mutation-Based Genetic Algorithm to Optimise Nuclear Fusion Devices.- Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs.- A GRASP-VNS Hybrid for the Fuzzy Vehicle Routing Problem with Time Windows.- Simulation and Formal Methods in Systems Design and Engineering.- Performance Modelling for Avionics Systems.- Object-Oriented Petri Nets-Based Modeling of Resources in Project Engineering.- Simulation Based Design of Control Systems Using DEVS and Petri Nets.- Transforming UML-Based System Descriptions into Simulation Models as Part of System Development Frameworks.- Model-Based Design and Verification of Reactive Systems.- Resonant Tunnelling Diode-Based Circuits: Simulation and Synthesis.- A Practical Methodology for Integration Testing.- Models of Co-operative Engineering Systems.- Safety Oriented Laparoscopic Surgery Training System.- Co-operative Extended Kohonen Mapping (EKM) for Wireless Sensor Networks.- Morphotronic System Applications.- SNIPER: A Wireless Sensor Network Simulator.- Embedded Fortress - Software Environment for Intellectual Property Protection in Embedded Systems.- Collaborative XML Document Versioning.- Parallel Distributed Genetic Algorithm for Expensive Multi-Objective Optimization Problems.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Computer Graphics International (39th : 2022 : Online)
- Cham : Springer, 2023.
- Description
- Book — 1 online resource (550 pages) : illustrations
- Summary
-
- IMAGE ANALYSIS & PROCESSING.- Multi-granularity feature attention Fusion network for Image-Text Sentiment Analysis.- Toward efficient image denoising: A lightweight network with retargeting supervision driven knowledge distillation.- A pig pose estimation model for measuring pig's body size.- Topology-aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification.- Face Super-Resolution with Better Semantics and More Efficient Guidance.- GRAPHS & NETWORKS.- Layout and Display of Network Graphs on a Sphere.- Joint Matrix Factorization and Structure Preserving for Domain Adaptation.- Graph Adversarial Network with Bottleneck Adapter Tuning for Sign Language Production.- ESTIMATION & FEATURE MATCHING.- Facial Landmarks based Region-Level Data Augmentation for Gaze Estimation.- An Efficient Dense Depth Map Estimation Algorithm Using Direct Stereo Matching For Ultra-wide-angle Images.- Ad-RMS: Adaptive Regional Motion Statistics for Feature Matching Filtering.- 3D RECONSTRUCTION.- Mobile Augmented Realty Based Visual Indoor Navigation.- Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo.- Reconstructing the Surface Mesh Representation for Single Neuron.- WEmap: Weakness-enhancement mapping for 3D reconstruction with sparse image sequences.- RENDERING & ANIMATION.- Comparing Traditional Rendering Techniques to Deep Learning based Super-Resolution in Fire and Smoke Animations.- Real-Time Light Field Path Tracing.- Crowd Simulation with Detailed Body Motion and Interaction.- Towards Rendering the Style of 20th Century Cartoon Line Art in 3D Real-time.- DETECTION & RECOGNITION.- Face detection algorithm in classroom scene based on deep learning.- GRVT: Toward Effective Grocery Recognition via Vision Transformer.- A Transformer-based Cloth-irrelevant Patches Feature Extracting Method for Long-Term Cloth-Changing Person Re-identification.- Learning Unified Binary Feature Codes For Cross-illumination Palmprint Recognition.- COLORS, PAINTINGS & LAYOUT.- SemiPainter: Learning to draw semi-realistic paintings from the manga line drawings and flat shadow.- Hierarchical Bayesian Network Modeling and Layout of Huizhou Traditional Villages in Geographic Environment.- AE-GAN: Attention Embedded GAN For Irregular and Large-area Mask Face Image Inpainting.- SYNTHESIS & GENERATION.- Procedural Generation of Landscapes with Water Bodies Using Artificial Drainage Basins.- High-fidelity Dynamic Human Synthesis via UV-guided NeRF with Sparse Views.- Rec2Real: Semantics-Guided Photo-Realistic Image Synthesis Using Rough Urban Reconstruction Models.- 3D Digital City Structure Model Based on Image Modeling Technology.- AR & USER INTERFACES.- Augmented Reality-Based Home Interaction Layout and Evaluation.- LiteAR: A Framework to Estimate Lighting for Mixed Reality Sessions for Enhanced Realism.- Personalized User Interface Elements Recommendation System.- MEDICAL IMAGING.- A feature point extraction method for capsule endoscope localization.- Automated Diagnosis Of Retinal Neovascularization Pathologies From Color Retinal Fundus Images.- SEGMENTATION.- DDCNet: A lightweight network with variable receptive field for real-time portrait segmentation in complex environment.- A chromosome segmentation method based on corner detection and watershed algorithm.- Voxel-based 3D shape segmentation using deep volumetric convolutional neural networks.- OBJECT DETECTION.- Few-shot detection based on an enhanced prototype for outdoor small forbidden objects.- Research on real-time forestry pest detection based on improved YOLOv5.- Power Line Detection Based on Feature Fusion Deep Learning Network.- IMAGE ATTENTION & PERCEPTION.- Wider and Higher: Intensive Integration and Global Foreground Perception for Image Matting.- Authenticity Identification of Qi Baishi's Shrimp Painting with Dynamic Token Enhanced Visual Transformer.- MODELING & SIMULATION.- An Optimized Material Point Method for Soil-Water Coupled Simulation.- SlimFliud-Net: Fast Fluid Simulation Using Admm Pruning. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Workshop on Combinatorial Image Analysis (21st : 2022 : Messina, Italy)
- Cham : Springer, 2023.
- Description
- Book — 1 online resource (1 volume.) : illustrations
- Summary
-
- Invited Paper.- Digital Geometry and Topology.- Picture Languages.- Theory and Applications.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Cham : Springer, 2023.
- Description
- Book — 1 online resource (200 pages) : illustrations
- Summary
-
- Theory of Mind
- Operationalizing Theories of Theory of Mind: A Survey.- Knowledge of Self and Other Within a Broader Commonsense Setting.- Constructivist Approaches for Computational Emotions: A Systematic Survey.- Methodological Advances.- Social Cognition Paradigms ex Machinas.- Evaluating Artificial Social Intelligence in an Urban Search and Rescue Task Environment.- Modular Procedural Generation for Voxel Maps.- Task Complexity and Performance in Individuals and Groups Without Communication.- Development of Emergent Leadership Measurement: Implications for Human-Machine Teams.- Translating and Modeling Human Theory of Mind for ASI.- Should Agents Have Two Systems to Track Beliefs and Belief-Like States?.- Sequential Theory of Mind Modeling in Team Search and Rescue Tasks.- Integrating Machine Learning and Cognitive Modeling of Decision Making.- Overgenerality from Inference in Perspective-Taking.- Tools for Improving ASI.- Using Features at Multiple Temporal and Spatial Resolutions to Predict Human Behavior in Real Time.- Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DHM (Conference) (14th : 2023 : Copenhagen, Denmark)
- Cham : Springer, 2023
- Description
- Book — 1 online resource (xxix, 657 pages) : illustrations (some color)
- Summary
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- Human Factors and Ergonomics
- Job Design and Human Productivity
- Interacting with Robots and Exoskeletons
- Digital Health
- IoT and AI in Medicine and Healthcare
- Modeling Complex Human Behavior and Phenomena
- DHM (Conference) (14th : 2023 : Copenhagen, Denmark)
- Cham : Springer, 2023
- Description
- Book — 1 online resource (xxix, 609 pages) : illustrations (some color)
- Summary
-
- Human Factors and Ergonomics
- Job Design and Human Productivity
- Interacting with Robots and Exoskeletons
- Digital Health
- IoT and AI in Medicine and Healthcare
- Modeling Complex Human Behavior and Phenomena
- PSIVT (Symposium) (10th : 2022 : Online)
- Cham : Springer, [2023]
- Description
- Book — 1 online resource.
- Summary
-
- Waste Classification from Digital Images Using ConvNeXt
- A Federated Learning approach for text classification using NLP
- A_Method_for_Face_Image_Inpainting_Based_on_Autoencoder_and_Adve rsarial_Generative_Networks
- Traffic Sign Recognition from Digital Images by Using Deep Learning
- Youtube Engagement Analytics via Deep Multimodal Hybrid Fusion
- Dynamic Point Cloud Compression with Cross-Sectional Approach
- Event-based visual sensing for human motion detection and classification at various distances
- On Low-Resolution Face Re-identification with High-Resolution-Mapping
- On Skin Lesion Recognition using Deep Learning 50 Ways to Choose Your Model
- Enhancing Automated Baggage Inspection Using Simulated X-ray Images of 3D Models
- A Wasserstein GAN for Joint Learning of Inpainting and Spatial Optimisation Rapid On-site Weed Identification with Machine Learning
- Remote Tiny Weeds Detection
- Combining_Multivision_Embedding_in_Contextual_Attention_for_Viet namese_Visual_Question_Answering
- Depth Estimation of Traffic Scenes from Image Sequence Using Deep Learning.
- IbPRIA (Conference) (11th : 2023 : Alicante, Spain)
- Cham : Springer, [2023]
- Description
- Book — 1 online resource (xxiv, 719 pages) : illustrations (some color)
- Summary
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- Machine Learning
- CCLM: Class-conditional Label Noise Modelling
- Addressing class imbalance in Multilabel Prototype Generation for k-Nearest Neighbor classification
- Time series imputation in faulty systems
- DARTS with degeneracy correction
- A fuzzy logic inference system for display characterization
- Learning Semantic-Visual Embeddings with a Priority Queue
- Learning Semantic-Visual Embeddings with a Priority Queue
- Continual vocabularies to tackle the catastrophic forgetting problem in Machine Translation
- Evaluating Domain Generalization in Kitchen Utensils Classification
- Document Analysis
- Segmentation of Large Historical Manuscript Bundles into Multi-page Deeds
- A Study of Augmentation Methods for Handwritten Stenography Recognition
- Lifelong Learning for Document Image Binarization: A Experimental Study
- Test-Time Augmentation for Document Image Binarization
- A Weakly-Supervised Approach for Layout Analysis in Music Score Images
- ResPho(SC)Net: A Zero-Shot Learning Framework for Norwegian Handwritten Word Image Recognition
- Computer Vision
- DeepArUco: Marker detection and classification in challenging lightning conditions
- Automated Detection and Identification of Olive Fruit Fly using YOLOv7 Algorithm
- Learning to search for and detect objects in foveal images using deep learning
- Relation networks for few-shot video object detection
- Optimal Wavelength Selection for Deep Learning from Hyperspectral Images
- Can representation learning for multimodal image registration be improved by supervision of intermediate layers?
- Interpretability-Guided Human Feedback During Neural Network Training
- Calibration of Non-Central Conical Catadioptric Systems from Parallel Lines
- S² -LOR: Supervised Stream Learning for Object Recognition
- Evaluation of Regularization Techniques for Transformers-Based Models
- 3D Computer Vision
- Guided depth completion using active infrared images in Time of Flight system
- StOCaMo: Online Calibration Monitoring for Stereo Cameras
- Smart-Tree: Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
- A Measure of Tortuosity for 3D Curves: Identifying 3D beating patterns of sperm flagella
- The ETS2 Dataset, synthetic data from video games for monocular depth estimation
- Computer Vision Applications
- Multimodal Human Pose feature fusion for Gait recognition
- Proxemics-Net: automatic proxemics recognition in images
- Lightweight Vision Transformers for Face Verification in the Wild
- Py4MER: a CTC-based Mathematical Expression Recognition System
- Hierarchical Line Extremity Segmentation U-Net for the SoccerNet 2022 Calibration Challenge - Pitch Localization
- Object Localization with Multiplanar Fiducial Markers: Accurate Pose Estimation
- Real-time unsupervised object localization on the edge for airport video surveillance
- Identifying Thermokarst Lakes Using Discrete Wavelet Transform-Based Deep Learning Framework
- Object Detection for Rescue Operations by High-altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles
- Medical Imaging & Applications
- Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets
- Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening
- Deep Neural Networks to distinguish between Crohn's disease and Ulcerative colitis
- Few-shot image classification for automatic COVID-19 diagnosis
- An ensemble-based phenotype classifier to diagnose Crohn's disease from 16s rRNA gene sequences
- Synthetic spermatozoa video sequences generation using Adversarial Imitation Learning
- A Deep Approach for Volumetric Tractography Segmentation
- MicrogliaJ: an Automatic Tool for Microglial Cell Detection and Segmentation
- Automated Orientation Detection of 3D Head Reconstructions from sMRI using Multiview Orthographic Projections: An Image Classification-Based Approach
- Machine Learning Applications
- Enhancing Transferability of Adversarial Audio in Speaker Recognition Systems
- Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark
- Multi-view Infant Cry Classification
- Study and automatic translation of Toki Pona
- Detecting Loose Wheel Bolts of a Vehicle using Accelerometers in the Chassis
- Clustering ECG time series for the quantification of physiological reactions to emotional stimuli
- Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning
- Few-shot learning for prediction of electricity consumption patterns
- Mexican Conference on Pattern Recognition (15th : 2023 : Tepic, Mexico)
- Cham : Springer, [2023]
- Description
- Book — 1 online resource (xiv, 328 pages) : illustrations (chiefly color)
- Summary
-
- Pattern Recognition and Machine Learning Techniques: Feature Analysis and Selection for Water Stream Modeling
- A Cloud-based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial Institution
- A New Approach for Road Type Classification using Multi-Stage Graph Embedding Method
- Removing the Black-Box from Machine Learning
- Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment
- Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Dierential Evolution
- A Method for Counting Models on Cubic Boolean Formulas
- Automatic Identication of Learning Styles through Behavioral Patterns
- Comparison of Classiers in Challenge Scheme
- Deep Learning and Neural Networks: Robust Zero-Watermarking for Medical Images based on Deep Learning Feature Extraction
- Plant Stress Recognition Using Deep Learning and 3D Reconstruction
- Segmentation and Classification Networks for Corn/Weed Detection under Excessive Field Variabilities
- Leukocyte Recognition Using a Modified AlexNet and Image to Image GAN Data Augmentation
- Spoofing Detection for Speaker Verification with Glottal Flow and 1D Pure Convolutional Networks
- Estimation of Stokes Parameters using Deep Neural Networks
- Experimental Study of the Performance of Convolutional Neural Networks Applied in Art Media Classification
- Medical Applications of Pattern Recognition: Hadamard Layer to Improve Semantic Segmentation in Medical Images
- Patterns in Genesis of Breast Cancer Tumor
- Realistic Simulation of Event-Related Potentials and their usual Noise and Interferences for Pattern Recognition
- Chest X-ray Imaging Severity Score of COVID-19 Pneumonia
- Leukocyte Detection with Novel Fully Convolutional Network and a New Dataset of Blood Smear Complete Samples
- Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms
- Retinal Artery and Vein Segmentation using an Image-to-image Conditional Adversarial Network
- Evaluation of Heatmaps as an Explicative Method for Classifying Acute Lymphoblastic Leukemia Cells
- Language Processing and Recognition: Machine Learning Models Applied in Sign Language Recognition
- Urdu Semantic Parsing: An Improved SEMPRE Framework for Conversion of Urdu Language Web Queries to Logical forms
- Improving the Identification of Abusive Language through Careful Design of Pre-training Tasks
- Industrial Applications of Pattern Recognition: TOPSIS Method for Multiple-Criteria Decision-Making Applied to Trajectory Selection for Autonomous Driving
- Machine-learning based Estimation of the Bending Magnitude Sensed by a Fiber Optic Device
- Graph-based Semi-Supervised Learning using Riemannian Geometry Distance for Motor Imagery Classification
- Cham : Springer, 2023.
- Description
- Book — 1 online resource (170 pages)
- Summary
-
- Theory and Methods Reduced Precision Research of a GAN Image Generation Use-case.- Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks.- Retinotopic Image Encoding by Samples of Counts.- Gesture Recognition and Multi-Modal Fusion on a New Hand Gesture Dataset.- Adaptive Sampling for Weighted Log-rank Survival Trees Boosting.- Applications Forecasting Overtime Budgets for Naval Fleet Maintenance Facilities using Time-series Analysis during Transient System States.- Exploiting Temporal Coherence to Improve Person Re-identification.- Perusal of Camera Trap Sequences across Locations.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- CARDIS (Conference) (21st : 2022 : Birmingham, England)
- Cham, Switzerland : Springer, 2023.
- Description
- Book — 1 online resource (290 pages) : illustrations (black and white).
- Summary
-
- Physical Attacks.- Time's a Thief of Memory: Breaking Multi-tenant Isolation in TrustZones through Timing based Bidirectional Covert Channels.- Combined Fault Injection and Real-Time Side-Channel Analysis for Android Secure-Boot Bypassing.- A Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters.- Physical Countermeasures.- A Nearly Tight Proof of Duc et al.s Conjectured Security Bound for Masked Implementations.- Short-Iteration Constant-Time GCD and Modular Inversion.- Protecting AES.- Guarding the First Order: The Rise of AES Maskings.- Rivain-Prouff on Steroids: Faster and Stronger Masking of the AES.- Self-Timed Masking: Implementing Masked S-Boxes Without Registers.- Evaluation Methodologies.- An Evaluation Procedure for Comparing Clock Jitter Measurement Methods.- Comparing Key Rank Estimation Methods.- Cycle-Accurate Power Side-Channel Analysis Using the ChipWhisperer: a Case Study on Gaussian Sampling.- Attacking NTRU.- Reveal the Invisible Secret: Chosen-Ciphertext Side-Channel Attacks on NTRU.- Security Assessment of NTRU Against Non-Profiled SCA.- Next-Generation Cryptography.- Post-Quantum Protocols for Banking Applications.- Analyzing the Leakage Resistance of the NIST's Lightweight Crypto Competition's Finalists.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ALGOSENSORS (Symposium) (18th : 2022 : Potsdam, Germany)
- Cham : Springer, 2022.
- Description
- Book — 1 online resource (161 p.).
- Summary
-
- On Geometric Shape Construction via Growth Operations.- Optimal and Heuristic Algorithms for Data Collection by Using an Energy- and Storage-Constrained Drone.- Blackout-tolerant Temporal Spanners.- Molecular robots with chirality on grids.- Centralised Connectivity-Preserving Transformations by Rotation: 3 Musketeers for all Orthogonal Convex Shapes.- Triangle Evacuation of 2 Agents in the Wireless Model.- Resource time-sharing for IoT applications with deadlines.- Fault-Tolerant Graph Realizations in the Congested Clique.- The Complexity of Growing a Graph.- Dispersing Facilities on Planar Segment and Circle Amidst Repulsion.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
13. Biometric recognition : 16th Chinese Conference, CCBR 2022, Beijing, China, November 11-13, 2022 [2022]
- Chinese Conference on Biometric Recognition (16th : 2022 : Beijing, China)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource : illustrations (black and white).
- Summary
-
- Fingerprint, Palmprint and Vein Recognition.- A Finger BiModal Fusion Algorithm based on Improved DenseNet.- A lightweight segmentation network based on extraction.- A novel multi-layered minutiae extractor based on OCT fingerprints.- An overview and forecast of biometric recognition technology used in forensic science.- Combining Band-Limited OTSDF Filter and Directional Representation for Palmprint Recognition.- Cross-Dataset Image Matching Network for Heterogeneous Palmprint Recognition.- DUAL MODE NEAR-INFRARED SCANNER FOR IMAGING DORSAL HAND VEINS.- Multi-Stream Convolutional Neural Networks Fusion for Palmprint Recognition.- Multi-view Finger Vein Recognition using Attention-based MVCNN.- SELECTIVE DETAIL ENHANCEMENT ALGORITHM FOR FINGER VEIN IMAGES.- SP-FVR: SuperPoint-based Finger Vein Recognition.- TransFinger: Transformer based Finger Tri-modal Biometrics.- Face Detection, Recognition and Tracking.- A Survey of Domain Generalization-based Face Anti-spoofing.- An Empirical Comparative Analysis of Africans with Asians using DCNN Facial Biometric Models.- Disentanglement of Deep Features for Adversarial Face Detection.- Estimation of Gaze-Following Based on Transformer and the Guiding Offset.- Learning Optimal Transport Mapping of Joint Distribution for Cross-Scenario Face Anti-Spooffing.- MLFW: A Database for Face Recognition on Masked Faces.- Multi-scale object detection algorithm based on adaptive feature fusion.- Sparsity-Regularized Geometric Mean Metric Learning for Kinship Verification.- YoloMask: An Enhanced YOLO Model for Detection of Face Mask Wearing Normality, Irregularity and Spoofing.- Gesture and Action Recognition.- Adaptive Joint Interdependency Learning for 2D Occluded Hand Pose Estimation.- Contrastive and Consistent Learning for Unsupervised Human Parsing.- Dynamic Hand Gesture Authentication Based on Improved Two-stream CNN.- Efficient Video Understanding-based Random Hand Gesture Authentication.- Multidimension Joint Networks for Action Recognition.- Multi-Level Temporal-Guided Graph Convolutional Networks for Skeleton-Based Action Recognition.- Research on Gesture Recognition of Surface EMG Based on Machine Learning.- Affective Computing and Human-Computer Interface.- Adaptive Enhanced Micro-expression Spotting Network based on Multi-stage Features Extraction.- Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition.- Hemispheric Asymmetry Measurement Network for Emotion Classification.- Human Action Recognition Algorithm of Non-Local Two-Stream Convolution Network Based on Image Depth Flow.- Synthetic Feature Generative Adversarial Network for Motor Imagery Classification: Create Feature from Sampled Data.- Speaker and Speech Recognition.- An End-to-end Conformer-based Speech Recognition Model for Mandarin Radiotelephony Communications in Civil Aviation.- ATRemix: An Auto-Tune Remix Dataset for Singer Recognition.- Low-resource speech keyword search based on residual neural network.- Online Neural Speaker Diarization with Core Samples.- Pose-unconstrainted 3D Lip Behaviometrics via Unsupervised Symmetry Correction.- Virtual Fully-Connected Layer for a Large-Scale Speaker Verification Dataset.- Gait, Iris and Other Biometrics.- A Simple Convolutional Neural Network for Small Sample Multi-lingual Offline Handwritten Signature Recognition.- Attention Skip Connection Dense Network for Accurate Iris Segmentation.- Gait Recognition with Various Data Modalities: A Review.- INCREMENTAL EEG BIOMETRIC RECOGNITION BASED ON EEG RELATION NETWORK.- Salient Foreground-Aware Network for Person Search.- Shoe print retrieval algorithm based on improved ecientnetV2.- Multi-modal Biometric Recognition and Fusion.- A novel dual-modal biometric recognition method based on weighted joint group sparse representation classification.- FINGER TRIMODAL FEATURES CODING FUSION METHOD.- Fusion of Gait and Face for Human Identification at the Feature Level.- Gait Recognition in Sensing Insoles: a study based on a Hybrid CNN-Attention-LSTM Network.- Identity Authentication Using a Multimodal Sensing Insole a Feasibility Study.- MDF-Net: Multimodal Deep Fusion for Large-scale Product Recognition.- Survey on Deep Learning based Fusion Recognition of Multimodal Biometrics.- Synthesizing Talking Face Videos with a Spatial Attention Mechanism.- Quality Evaluation and Enhancement of Biometric Signals.- Blind Perceptual Quality Assessment for Single Image Motion Deblurring.- Low-illumination Palmprint Image Enhancement Method Based On U-Net Neural Network.- Texture-guided multiscale feature learning network for palmprint image quality assessment.- Animal Biometrics.- An Adaptive Weight Joint Loss Optimization For Dog Face Recognition.- Improved YOLOv5 for Dense Wildlife Object Detection.- Self-Attention based Cross-level Fusion Network for Camou aged Object Detection.- Trustyworth, Privacy and Persondal Data Security.- Face Forgery Detection by Multi-dimensional Image Decomposition.- IrisGuard: Image Forgery Detection for Iris Anti-spooffing.- Multi-branch network with circle loss using voice conversion and channel robust data augmentation for synthetic speech detection.- Spoof Speech Detection Based on Raw Cross-dimension Interaction Attention Network.- Medical and Other Applications.- A Deformable Convolution Encoder with Multi-Scale Attention Fusion Mechanism for Classification of Brain Tumor MRI Images.- GI Tract Lesion Classification Using Multi-task Capsule Networks with Hierarchical Convolutional Layers.- Grading Diagnosis of Sacroiliitis in CT Scans Based on Radiomics and Deep Learning.- Noninvasive blood pressure waveform measurement method based on CNN-LSTM.- Recurrence Quantification Analysis of Cardiovascular System During Cardiopulmonary Resuscitation.- UAV AERIAL PHOTOGRAPHY TRAFFIC OBJECT DETECTION BASED ON LIGHTWEIGHT DESIGN AND FEATURE FUSION.- UMixer: A novel U-shaped convolutional mixer for multi-scale feature fusion in Medical Image Segmentation.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- SAMOS 2022 (Conference) (22nd : 2022 : Samos, Greece).
- Cham : Springer, [2022]
- Description
- Book — 1 online resource (xiv, 436 pages) : illustrations (chiefly color).
- Summary
-
- High Level Synthesis.- High-Level Synthesis of Digital Circuits from Template Haskell and SDF-AP 1 H. H.
- Implementing Synthetic Aperture Radar Backprojection in Chisel - A Field Report.- EasyHBM: Simple and Fast HBM Access for FPGAs using High-Level Synthesis.- Memory Systems.- TREAM: A Tool for Evaluating Error Resilience of Tree-based Models using Approximate Memory.- Split'n'Cover: ISO 26262 Hardware Safety Analysis with SystemC.- Tagged Geometric History Length Access Interval Prediction for Tightly Coupled Memory Systems.- Processor Architecture.- NanoController: A Minimal and Flexible Processor Architecture for UltraLow-Power.- ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration.- Embedded Software Systems and beyond.- CASA: An Approach for exposing and documenting Concurrency-related Software Properties.- High-Level Simulation of Embedded Software Vulnerabilities to EM SideChannel Attacks.- Deep Learning Optimization I.- A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices.- Study of DNN-based Ragweed Detection from Drones.- PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-Core MCUs through Performance-Driven Autotuning.- Extra-functional Property Estimation.- The Impact of Dynamic Storage Allocation on CPython Execution Time, Memory Footprint and Energy Consumption: An Empirical Study.- Application runtime estimation for AURIX embedded MCU using deep learning.- A Hybrid Performance Prediction Approach for Fully-Connected Artificial Neural Networks on Multi-Core Platforms.- Deep Learning Optimization I.- A Smart HW-Accelerator for Non-Uniform Linear Interpolation of MLActivation Functions.- Hardware-Aware Evolutionary Filter Pruning.- Innovative Architectures and tools for Security.- Obfuscating the Hierarchy of a Digital IP.- On the effectiveness of true random number generators implemented on FPGAs.- Power and Energy.- SIDAM: A Design Space Exploration Framework for Multi-Sensor Embedded Systems Powered by Energy Harvesting.- A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Cham : Springer, 2022.
- Description
- Book — 1 online resource (1 volume) : illustrations
- Summary
-
- IoT Enabling Technologies.- Overview of Drone Communication Requirements in 5G.- Accurate indoor positioning based on beacon weighting using RSSI.- Adaptive Data-Driven Routing for Edge-to-Cloud Continuum: a Content-Based Publish/Subscribe Approach.- Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building.- IntellIoT: Intelligent IoT Environments.- An Interoperable Framework for Heterogeneous IoT Infrastructure to Unlock Data Value.- Task offloading in Computing Continuum using collaborative reinforcement learning.- Assessing Efficiency Benefits of Edge Intelligence.- IoT Applications, Services and Real Implementations.- A Smart IoT Gateway capable of Prescreening for Atrial Fibrillation.- Internet of Things with web technologies solution for flood notification in S~ao Paulo.- Wi-Monitor: Wi-Fi Channel State Information-based Crowd Counting with Lightweight and Low-cost IoT Devices.- Design of a next-generation interoperable Cognitive Port Solution.- Conceptual Framework of Contact-less Consumer Products Industry during and Post-Pandemic Era.- Blockchain for economy of scale in wind industry: A Demo Case.- Sleep Stage detection on a Wearable Headband using Deep Neural Networks.- A Comparative Study on Energy Consumption Models for Drones.- ConQeng: A Middleware for Quality of Context Aware Selection, Measurement and Validation.- Automating Heterogeneous IoT Device Networks from Multiple Brokers with Multiple Data Models.- A Persuasive system for Stress Detection and Management in an Educational Environment.- Domain Generalization on Constrained Platforms: on the Compatibility with Pruning Techniques.- IoT Security, Privacy and Data Protection.- A low-overhead approach for self-sovereign identity in IoT.- An Analysis of Process Parameters for the Optimization of Specific Emitter Identification Under Rayleigh Fading.- Secure Image Data Storage And Transmission Using ESP32-Cam And Raspberry Pi With Steganography.- Modelling of Resource-aware Information Exchange for Resource Constraint IoT Devices.- IRIS Advanced Threat Intelligence Orchestrator- A way to manage cybersecurity challenges of IoT ecosystems in Smart Cities.- Federated learning-based IoT intrusion detection on non-IID data.- A holistic approach for IoT networks' identity and trust management - The ERATOSTHENES project.- A holistic approach for IoT networks' identity and trust management - The ERATOSTHENES project.- ARCADIAN-IoT - Enabling Autonomous Trust, Security and PrivacyManagement for IoT.- IoT Pilots, Testbeds and Experimentation Results.- GAIA 5G: A Multi-Access Smart-Campus Architecture.- IoT Device for Reduction of Roe Deer Fawn Mortality During Haymaking.- Latency and Energy Consumption of Convolutional Neural Network Models from IoT Edge Perspective.- Industry-Academia Cooperation: Applied IoT Research for SMEs in South-East Sweden.- Experiment to scope Low Carbon Electricity based Additive Manufacturing with IoT.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Mexican Conference on Pattern Recognition (14th : 2022 : Online)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource : illustrations (black and white).
- Summary
-
- Pattern Recognition Techniques.- Hot Spots & Hot Regions Detection using Classification Algorithms in BMPs Complexes at the Protein-protein Interface with the Ground-state Energy Feature.- Clustering of Twitter Networks based on Users' Structural Profile.- Changing Model from NGSIM Dataset.- A Robust Fault Diagnosis Method in Presence of Noise and Missing Information for Industrial Plants.- A Preliminary Study of SMOTE on Imbalanced Big Datasets when Dealing with Sparse and Dense High Dimensionality.- A Novel Survival Analysis-based Approach for Predicting Behavioral Probability of Mining Mixed Data Bases using Machine Learning Algorithms.- Networks and Deep Learning A CNN-based Driver's Drowsiness and Distraction Detection System.- 3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain.- Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification.- Deep Variational Method with Attention for High-Definition Face Generation.- Indoor Air Pollution Forecasting using Deep Neural Networks.- Extreme Machine Learning Architectures based on Correlation.- Image & Signal Processing and Analysis Evaluating New Set of Acoustical Features for Cry Signal Classification.- Motor Imagery Classification Using Riemannian Geometry in Multiple Frequency Bands with a Weighted Nearest Neighbors Approach.- Virtualizing 3D Real Environments Using 2D Pictures Based on Photogrammetry.- Factorized U-net for Retinal Vessel Segmentation.- Multi-view Learning for EEG Signal Classification of Imagined Speech.- Escalante Emotion Recognition using Time-frequency Distribution and GLCM Features from EEG Signals.- Natural Language Processing and Recognition Leveraging Multiple Characterizations of Social Media Users for Depression Detection Using Data Fusion.- A Wide & Deep Learning Approach for Covid-19 Tweet Classification.- Does this Tweet Report an Adverse Drug Reaction? An Enhanced BERT-based Method to Identify Drugs Side Effects in Twitter.- We Will Know Them by Their Style: Fake News Detection based on Masked n-grams.- Multi-Document Text Summarization based on Genetic Algorithm and the Relevance of Sentence Features.- Robotics & Remote Sensing Applications of Pattern Recognition On Labelling Pointclouds with the Nearest Facet of Triangulated Building Models.- Dust Deposition Classification on the Receiver Tube of the Parabolic Trough Collector: A Deep Learning-based Approach.- Detection of Pain Caused By A Thermal Stimulus Using EEG and Machine Learning.- Data Mining.- Natural Language Processing and Recognition.- Document Processing and Recognition.- Fuzzy and Hybrid Techniques in Pattern Recognition.- Image Coding, Processing and Analysis.- Industrial and Medical Applications of Pattern Recognition.- Bioinformatics.- Logical Combinatorial Pattern Recognition.- Mathematical Morphology.- Artificial Intelligence Techniques and Recognition.- Pattern Recognition Principles.- Robotics & Remote Sensing Applications of Pattern Recognition.- Shape and Texture Analysis.- Signal Processing and Analysis.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Asian Conference on Pattern Recognition (6th : 2021 : Cheju Island, Korea)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource (599 pages)
- Summary
-
- One-Shot Image Learning Using Test-Time Augmentation.- Offline Handwritten Mathematical Expression Recognition via Graph Reasoning Network.- Circulant Tensor Graph Convolutional Network for Text Classification.- NASformer: Neural Architecture Search for Vision Transformer.- Interference Distillation for Underwater Fish Recognition.- Action and Video and Motion.- Contact-Less Heart Rate Detection in Low Light Videos.- Spatio-temporal Weight of Active Region for Human Activity Recognition.- Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation.- SARNN: A Spatiotemporal Prediction Model for Reducing Error Transmissions.- 3OFRR-SLAM: Visual SLAM with 3D-assisting Optical Flow and Refined-RANSAC.- Motor Imagery Classification based on local log Riemannian distance matrices selected by confusion area score.- Distance-GCN for Action Recognition.- Causal Intervention Learning for Multi-Person Pose Estimation.- Object Detection and Anomaly.- Weakly Supervised Salient Object Detection with Box Annotation.- Foreground-Background Collaboration Network for Salient Object Detection.- Attention Guided Multi-level Feedback Network for Camouflage Object Detection.- Confidence-aware Anomaly Detection in Human Actions.- Segmentation, Grouping and Shape.- 1D Self-Attention Network for Point Cloud Semantic Segmentation using Omnidirectional LiDAR.- COMatchNet: Co-Attention Matching Network for Video Object Segmentation.- Unsupervised Domain Adaptive Point Cloud Semantic Segmentation.- Towards the Target: Self-Regularized Progressive Learning for Unsupervised Domain Adaptation on Semantic Segmentation.- TFNet: Transformer Fusion Network for Ultrasonic Image Segmentation.- Spatial Pyramid-based Wavelet Embedding Deep Convolutional Neural Network for Semantic Segmentation.- CFFNet: Cross-scale Feature Fusion Network for Real-time Semantic Segmentatio.- Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception.- ARTSeg: Employing Attention for Thermal images Semantic Segmentation.- Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections.- Joint Semantic Segmentation and Edge Detection for Waterline Extraction.- Face and Body and Biometrics.- Comparing Facial Expression Recognition in Humans and Machines: Using CAM, GradCAM, and Extremal Perturbation.- Pose Sequence Generation with a GCN and an Initial Pose Generator.- Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing.- Face Anti-Spoofing via Robust Auxiliary Estimation and Discriminative Feature Learning.- PalmNet: A Robust Palmprint Minutiae Extraction Network.- Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images.- SaME: Sharpness-Aware Matching Ensemble for Robust Palmprint Recognition.- Weakly Supervised Interaction Discovery Network for Image Sentiment Analysis.- Joint Multi-feature Learning for Facial Age Estimation.- Is CNN Really Looking at Your Face?
- NFW: Towards National and Individual Fairness in Face Recognition.- Adversarial Learning and Networks.- Unsupervised Fabric Defect Detection Based on DCGAN with Component-encoder.- Proactive Student Persistence Prediction in MOOCs via Multi-Domain Adversarial Learning.- Computational Photography.- Deep Rejoining Model for Oracle Bone Fragment Images.- Spatial Spectral Joint Correction Network for Hyperspectral and Multispectral Image Fusion.- Learning Theory and Optimization.- Softplus Function: Extensions of Activation Function and Loss Function by using q-Space.- Super-class Mixup for Adjusting Training Data.- Drop "Noise" Edge: An Approximation of the Bayesian GNNs.- Fast Proximal Policy Optimization.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Asian Conference on Pattern Recognition (6th : 2021 : Cheju Island, Korea)
- Cham : Springer, 2022.
- Description
- Book — 1 online resource (607 pages)
- Summary
-
- One-Shot Image Learning Using Test-Time Augmentation.- Offline Handwritten Mathematical Expression Recognition via Graph Reasoning Network.- Circulant Tensor Graph Convolutional Network for Text Classification.- NASformer: Neural Architecture Search for Vision Transformer.- Interference Distillation for Underwater Fish Recognition.- Action and Video and Motion.- Contact-Less Heart Rate Detection in Low Light Videos.- Spatio-temporal Weight of Active Region for Human Activity Recognition.- Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation.- SARNN: A Spatiotemporal Prediction Model for Reducing Error Transmissions.- 3OFRR-SLAM: Visual SLAM with 3D-assisting Optical Flow and Refined-RANSAC.- Motor Imagery Classification based on local log Riemannian distance matrices selected by confusion area score.- Distance-GCN for Action Recognition.- Causal Intervention Learning for Multi-Person Pose Estimation.- Object Detection and Anomaly.- Weakly Supervised Salient Object Detection with Box Annotation.- Foreground-Background Collaboration Network for Salient Object Detection.- Attention Guided Multi-level Feedback Network for Camouflage Object Detection.- Confidence-aware Anomaly Detection in Human Actions.- Segmentation, Grouping and Shape.- 1D Self-Attention Network for Point Cloud Semantic Segmentation using Omnidirectional LiDAR.- COMatchNet: Co-Attention Matching Network for Video Object Segmentation.- Unsupervised Domain Adaptive Point Cloud Semantic Segmentation.- Towards the Target: Self-Regularized Progressive Learning for Unsupervised Domain Adaptation on Semantic Segmentation.- TFNet: Transformer Fusion Network for Ultrasonic Image Segmentation.- Spatial Pyramid-based Wavelet Embedding Deep Convolutional Neural Network for Semantic Segmentation.- CFFNet: Cross-scale Feature Fusion Network for Real-time Semantic Segmentatio.- Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception.- ARTSeg: Employing Attention for Thermal images Semantic Segmentation.- Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections.- Joint Semantic Segmentation and Edge Detection for Waterline Extraction.- Face and Body and Biometrics.- Comparing Facial Expression Recognition in Humans and Machines: Using CAM, GradCAM, and Extremal Perturbation.- Pose Sequence Generation with a GCN and an Initial Pose Generator.- Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing.- Face Anti-Spoofing via Robust Auxiliary Estimation and Discriminative Feature Learning.- PalmNet: A Robust Palmprint Minutiae Extraction Network.- Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images.- SaME: Sharpness-Aware Matching Ensemble for Robust Palmprint Recognition.- Weakly Supervised Interaction Discovery Network for Image Sentiment Analysis.- Joint Multi-feature Learning for Facial Age Estimation.- Is CNN Really Looking at Your Face?
- NFW: Towards National and Individual Fairness in Face Recognition.- Adversarial Learning and Networks.- Unsupervised Fabric Defect Detection Based on DCGAN with Component-encoder.- Proactive Student Persistence Prediction in MOOCs via Multi-Domain Adversarial Learning.- Computational Photography.- Deep Rejoining Model for Oracle Bone Fragment Images.- Spatial Spectral Joint Correction Network for Hyperspectral and Multispectral Image Fusion.- Learning Theory and Optimization.- Softplus Function: Extensions of Activation Function and Loss Function by using q-Space.- Super-class Mixup for Adjusting Training Data.- Drop "Noise" Edge: An Approximation of the Bayesian GNNs.- Fast Proximal Policy Optimization.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- PRCV (Conference) (5th : 2022 : Shenzhen Shi, China)
- Cham : Springer, 2022.
- Description
- Book — 1 online resource.
- Summary
-
- Biomedical Image Processing and Analysis.- ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection.- BiDFNet: Bi-decoder and Feedback Network for Automatic Polyp Segmentation with Vision Transformers.- FundusGAN: A One-Stage Single Input GAN for Fundus Synthesis.- DIT-NET: Joint Deformable Network and Intra-class Transfer GAN for cross-domain 3D Neonatal Brain MRI segmentation.- Classification of sMRI Images for Alzheimer's Disease by Using Neural Networks.- Semi-Supervised Distillation Learning Based on Swin Transformer for MRI Reconstruction.- Multi-Scale Multi-Target Domain Adaptation for Angle Closure Classification.- Automatic glottis segmentation method based on lightweight U-net.- Decouple U-Net: A Method for the Segmentation and Counting of Macrophages in Whole Slide Imaging.- A Zero-training Method for RSVP-based Brain Computer Interface.- An improved tensor network for image classification in histopathology.- DeepEnReg: Joint Enhancement and Ane Registration for Low-contrast Medical Images.- Fluorescence Microscopy Images Segmentation based on Prototypical Networks with a few Annotations.- SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image.- Cascade Multiscale Swin-Conv Network for Fast MRI Reconstruction.- DEST: Deep Enhanced Swin Transformer toward Better Scoring for NAFLD.- CTCNet: A Bi-directional Cascaded Segmentation Network Combining Transformers with CNNs for Skin Lesions.- MR Image Denoising Based On Improved Multipath Matching Pursuit Algorithm.- Statistical characteristics of 3-D PET imaging: a comparison between conventional and total-body PET scanners.- Unsupervised medical image registration based on multi-scale cascade network.- A Novel Local-global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.- PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal fundus Photography.- Multiscale Autoencoder with Structural-Functional Attention Network for Alzheimer's Disease Prediction.- Robust Liver Segmentation Using Boundary Preserving Dual Attention Network.- msFormer: Adaptive Multi-Modality 3D Transformer for Medical Image Segmentation.- Semi-supervised Medical Image Segmentation with Semantic Distance Distribution Consistency Learning.- MultiGAN: multi-domain image translation from OCT to OCTA_ TransPND: A Transformer based Pulmonary Nodule Diagnosis Method on CT Image.- Adversarial Learning Based Structural Brain-network Generative Model for Analyzing Mild Cognitive Impairment.- A 2.5D Coarse-to-fine Framework for 3D Cardiac CT View Planning.- Weakly Supervised Semantic Segmentation of Echocardiography Videosvia Multi-level Features Selection.- DPformer: Dual-path transformers for geometric and appearancefeatures reasoning in diabetic retinopathy grading.- Deep Supervoxel Mapping Learning for Dense Correspondence of Cone-Beam Computed Tomography.- Manifold-Driven and Feature Replay Lifelong Representation Learning on Person ReID.- Multi-source information-shared domain adaptation for EEG emotion recognition.- Spatial-Channel Mixed Attention based Network for Remote Heart Rate Estimation.- Weighted Graph Based Feature Representation for Finger-Vein Recognition.- Self-Supervised Face Anti-Spoofng via Anti-Contrastive Learning.- Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes.- Improving Pre-trained Masked Autoencoder with Locality Enhancement for Person Re-identification.- MINIPI : a MultI-scale Neural network based impulse radio ultra-wideband radar Indoor Personnel Identification method.- PSU-Net: Paired Spatial U-Net for hand segmentation with complex backgrounds.- Pattern Classification and Clustering.- Human Knowledge-Guided and Task-Augmented Deep Learning for Glioma Grading.- Learning to Cluster Faces with Mixed Face Quality.- Capturing Prior Knowledge in Soft Labels for Classification with Limited or Imbalanced Data.- Coupled Learning for Kernel Representation and Graph Tensor in Multi-view Subspace Clustering.- Combating Noisy Labels via Contrastive Learning with Challenging Pairs.- Semantic Center Guided Windows Attention Fusion Framework for Food Recognition.- Adversarial Bidirectional Feature Generation for Generalized Zero-Shot Learning under Unreliable Semantics.- Exploiting Robust Memory Features for Unsupervised Reidentification.- TIR: A Two-stage Insect Recognition method for convolutional neural network.- Discerning Coteaching: A Deep Framework for Automatic Identification of Noise Labels.- VDSSA: Ventral & Dorsal Sequential Self-attention AutoEncoder for Cognitive-Consistency Disentanglement.- Bayesian Neural Networks with Covariate Shift Correction for Classification in -ray Astrophysics.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- PRCV (Conference) (5th : 2022 : Shenzhen Shi, China)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource.
- Summary
-
- 3D Computer Vision and Reconstruction, Robots and Autonomous Driving.- Locally Geometry-Aware Improvements of LOP for Ecient Skeleton Extraction.- Spherical Transformer: Adapting Spherical Signal to Convolutional Networks.- Waterfall-Net: Waterfall Feature Aggregation for Point Cloud Semantic Segmentation.- Sparse LiDAR and Binocular Stereo Fusion Network for 3D Object Detection.- Full Head Performance Capture Using Multi-Scale Mesh Propagation.- Learning Cross-domain Features for Domain Generalization on Point Clouds.- Unsupervised Pre-training for 3D Object Detection with Transformer.- Global Patch Cross-Attention for Point Cloud Analysis.- EEP-Net: Enhancing local neighborhood features and Ecient semantic segmentation of scale Point Clouds.- CARR-Net: Leveraging on Subtle Variance of Neighbors for Point Cloud Semantic Segmentation.- 3D Meteorological Radar Data Visualization with Point Cloud Completion and Poisson Surface Reconstruction.- JVLDLoc: a Joint Optimization of Visual-LiDAR Constraints and Direction Priors for Localization in Driving Scenario.- A Single-pathway Biomimetic Model for Potential Collision Prediction.- PilotAttnNet: Multi-Modal Attention Network for End-to-End SteeringControl.- Stochastic Navigation Command Matching for Imitation Learning of a Driving Policy.- Recognition, Remote Sensing.- Group Activity Representation Learning with Self-Supervised Predictive Coding.- Skeleton-Based Action Quality Assessment via Partially Connected LSTM with Triplet Losses.- Hierarchical Long-Short Transformer for Group Activity Recognition.- GNN-based structural dynamics simulation for modular buildings.- Semantic-Augmented Local Decision Aggregation Network for Action Recognition.- Consensus-Guided Keyword Targeting for Video Captioning.- Handwritten Mathematical Expression Recognition via GCAttention- Based Encoder and Bidirectional Mutual Learning Transformer.- Semi- and Self-Supervised Learning for Scene Text Recognition with Fewer Labels.- TMCR: A Twin Matching Networks for Chinese Scene Text Retrieval.- Thai Scene Text Recognition with Character Combination.- Automatic Examination Paper Scores Calculation and Grades Analysis Based on OpenCV.- Efficient License Plate Recognition via Parallel Position-aware Attention.- Semantic-Aware Non-Local Network for Handwritten Mathematical Expression Recognition.- Math Word Problem Generation with Memory Retrieval.- Traditional Mongolian Script Standard Compliance Testing Based on Deep Residual Network and Spatial Pyramid Pooling.- FOV Recognizer: Telling the Field of View of Movie Shots.- Multi-Level Temporal Relation Graph for Continuous Sign Language Recognition.-Beyond Vision: A Semantic Reasoning Enhanced Model for Gesture Recognition with Improved Spatiotemporal Capacity.- SemanticGAN: Facial Image Editing with Semantic to Realize Consistency.- Least-squares Estimation of Keypoint Coordinate for Human Pose Estimation.- Joint Pixel-level and Feature-level Unsupervised Domain Adaptation for Surveillance Face Recognition.- Category-oriented Adversarial Data Augmentation via Statistic Similarity for Satellite Images.- A Multi-scale Convolutional Neural Network Based on Multilevel Wavelet Decomposition for Hyperspectral Image Classification.- High Spatial Resolution Remote Sensing Imagery Classification Based on Markov Random Field Model Integrating Granularity and Semantic Feature.- Feature Difference Enhancement Fusion for Remote Sensing Image Change Detection.- WAFormer Ship Detection in SAR Images Based on Window-aware Swin-Transformer.- EllipseIoU: A General Metric for Aerial Object Detection.- Transmission tower detection algorithm based on feature-enhanced convolutional network in remote sensing image.- Vision Analysis and Understanding.- Mining Diverse Clues with Transformers for Person Re-identification.- Mutual Learning Inspired Prediction Network for Video Anomaly Detection.- Weakly Supervised Video Anomaly Detection with Temporal and Abnormal Information.- Towards Class Interpretable Vision Transformer with Multi-Class-Tokens.- Multimodal Violent Video Recognition based on Mutual Distillation.- YFormer: a New Transformer Architecture for Video-query Based Video Moment Retrieval.- Hightlight Video Detection in Figure Skating.- Memory Enhanced Spatial-Temporal Graph Convolutional Autoencoder for Human-related Video Anomaly Detection.- Background Suppressed and Motion Enhanced Network for Weakly Supervised Video Anomaly Detection.- Dirt Detection and Segmentation Network for Autonomous Washing Robots.- Finding Beautiful and Happy Images for Mental Health and Well-being Applications.- Query-UAP: Query-ecient Universal Adversarial Perturbation for Large-scale Person Re-Identification Attack.- Robust Person Re-identification with Adversarial Examples Detection and Perturbation Extraction.- Self-Supervised and Template-Enhanced Unknown-Defect Detection.- JoinTW: A Joint Image-to-Image Translation and Watermarking Method.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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