Published: Springer, 2022
Description:
1 online resource (1 volume).
Contents:
“…Cross-Camera Deep Colorization -- Attentive Cascaded Pyramid Network for Online Video Stabilization -- Amodal Layout Completion in Complex Outdoor Scenes -- Exploring Hierarchical Prototypes for Few-Shot Segmentation -- BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation -- Triple GNN: A Pedestrian-Scene-Object Joint Model for Pedestrian Trajectory Prediction -- Cross-Domain Trajectory Prediction With CTP-Net -- Spatial-Aware GAN for Instance-Guided Cross-Spectral Face Hallucination -- Lightweight Image Compression Based on Deep Learning -- DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning -- Monocular 3D Face Reconstruction with Joint 2D and 3D Constraints -- Scene Text Recognition with Single-Point Decoding Network -- Unsupervised Domain Adaptation for Semantic Segmentation with Global and Local Consistency -- Research on Multi-Temporal Cloud Removal using D-S Evidence Theory and Cloud Segmentation Model -- SASD: A Shape-Aware Saliency Object Detection Approach for RGB-D Images -- Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window -- CDNeRF: A Multi-Modal Feature Guided Neural Radiance Fields -- MHPro: Multi-Hypothesis Probabilistic Modeling for
Human Mesh Recovery -- Image Sampling for Machine Vision -- SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning -- H-ViT: Hybrid Vision Transformer for Multi-Modal Vehicle Re-Identification -- A Coarse-to-Fine Convolutional Neural Network for Light Field Angular Super-Resolution -- VSA: Adaptive Visual and Semantic Guided Attention on Few-Shot Learning -- Evolutionary Multitasking for Coarse-to-Fine Point Cloud Registration with Chaotic Opposition Search Strategy -- Matching and Localizing: A Simple Yet Effective Framework for
Human-Centric Spatio-Temporal Video Grounding -- Part-Wise Topology Graph Convolutional Network for Skeleton-Based Action Recognition -- A Lightweight Detection Method of Smartphone Assembly Parts -- Illumination-Guided Transformer-Based Network for Multispectral Pedestrian Detection -- 3D Face Cartoonizer: Generating Personalized 3D Cartoon Faces from 2D Real Photos with a Hybrid Dataset -- Low Light Video Enhancement Based on Temporal-Spatial Complementary Feature -- Compound Label Learning for Affective Image Content Analysis -- Weakly Supervised Learning of Instance Segmentation with Confidence Feedback -- Robust Face-Swap Detection Based on 3D Facial Shape Information -- Prompt Learning with Cross-Modal Feature Alignment for Visual Domain Adaptation -- Tile Defect Detection Based on the Improved S2C-YOLOv5 --
Human-Object Interaction Detection: A Survey of Deep Learning-based Methods -- Change Detection of Flood Hazard Areas in Multi-Source Heterogeneous Earth Observation Image Time Series Based on Spatiotemporal Enhancement Strategy -- Reinforcement Learning Based Plug-and-Play Method for Hyperspectral Image Reconstruction -- AGFNet: Attention Guided Fusion Network for Camouflaged Object Detection -- Spatial-Temporal Contextual Feature Fusion Network for Movie Description -- A Transformer-Based Network for Deformable Medical Image Registration -- Context Alignment Network for Video Moment Retrieval -- Underwater Object Detection Using Restructured SSD -- A Multi-Branch Cascade Transformer Network (MBCTNet) for Hand Gesture Segmentation in Cluttered Background -- Relative Position
Relationship Learning Network for Scene Graph Generation -- Person Re-Identification Based on CNN with Multi-Scale Contour Embedding -- Causal Inference With Sample Balancing for Out-Of-Distribution Detection in Visual Classification -- Low-Light Image Enhancement Under Mixed Noise Model With Tensor Representation -- Sequential Fusion of Multi-View Video Frames for 3D Scene Generation -- Multi-Model Lightweight Action Recognition with Group-Shuffle Graph Convolutional Network -- Global-View Re-Identification Tracking with Transformer -- VERTEX: VEhicle Reconstruction and TEXture Estimation From a Single Image Using Deep Implicit Semantic Template Mapping -- TAR-Net: A Triple Attention Residual Network for Power Line Extraction from Infrared Aerial Images -- Deep Dynamic-Range Compression of Infrared Video Camera -- Saliency Map-Based Local White-Box Adversarial Attack Against Deep Neural Networks -- Improving Adversarial Attacks With Ensemble-Based Approaches -- Browsing Behavioral Intent Prediction on Product Recommendation Pages of E-Commerce Platform -- An Optical Satellite Controller Based on Diffractive Deep Neural Network -- Incomplete Cigarette Code Recognition via Unified SPA Features and Graph Space Constraints -- A Large-Scale Tobacco 3D Bin Packing Model Based on Dual-Task Learning of Group Blocks -- ETH-TT: A Novel Approach For Detecting Ethereum Malicious Accounts -- Multi-Objective Meta-Return Reinforcement Learning for Sequential Recommendation -- Purchase Pattern Based Anti-Fraud Framework In Online E-Commerce Platform Using Graph Neural Network -- Physical Logic Enhanced Network for Small-Sample Bi-Layer Metallic Tubes Bending Springback Prediction -- Blind Surveillance Image Quality Assessment via Deep Neural Network Combined With the Visual Saliency -- Power Grid Bus Cluster Based on Voltage Phasor Trajectory -- Following the Lecturer: Hierarchical Knowledge Concepts Prediction for Educational Videos -- Learning Evidential Cognitive Diagnosis Networks Robust to Response Bias -- An Integrated Navigation Method for UAV Autonomous Landing Based on Inertial and Vision Sensors -- An Automatic Surface Defect Detection Method With Residual Attention Network -- Research on Intelligent Decision-Making Irrigation Model of Water and Fertilizer Based on Multi-Source Data Input -- Interaction-Aware Temporal Prescription Generation via Message Passing Neural Network -- Adversarial and Implicit Modality Imputation With Applications to Depression Early Detection -- EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent 360-Degree Video Delivery Scheme Over Wireless Network -- Automatic Diagnose of Drug-Resistance Tuberculosis From CT Images Based on Deep Neural Networks -- Maintaining Structural Information by Pairwise Similarity for Unsupervised Domain Adaptation -- Hierarchical Recurrent Contextual Attention Network for Video Question Answering -- An Intelligent Assessment System for
Human Motor Functions of Stroke Patients -- UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention -- Audio-Visual Fusion Network Based on Conformer for Multimodal Emotion Recognition -- Audio-Visual Multi-Person Keyword Spotting via Hybrid Fusion -- A New Adaptive TV-Based BM3D Algorithm for Image Denoising -- Data-Driven Hybrid Neural Network under Model-Driven Supervised Learning for Structural Dynamic Impact Localization -- Connecting Patients With Pre-Diagnosis: A Multiple Graph Regularized Method for Mental Disorder Diagnosis -- A Novel Device-Free Localization Approach Based on Deep Dictionary Learning -- Survey of Hypergraph Neural Networks and Its Application to Action Recognition -- Visual Perception Inference on Ravens Progressive Matrices by Semi-Supervised Contrastive Learning -- PHN: Parallel Heterogeneous Network With Soft Gating for CTR Prediction -- Multi-Relational Cognitive Diagnosis for Intelligent Education --
Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction -- Multi-View Subspace Clustering With Joint Tensor Representation and Indicator Matrix Learning -- Weighted Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification -- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification -- Photovolt Spots Detection Based on Kernel Entropy Component Analysis and Information Gain -- Second-Order Global Attention Networks for Graph Classification and Regression -- Aero-Engine Remaining Useful Life Prediction Via Tensor Decomposition Method -- FIGCI: Flow-Based Information-Geometric Causal Inference -- Emotional Semantic Neural Radiance Fields for Audio-Driven Talking Head -- Multi-View 3D Morphable Face Reconstruction via Canonical Volume Fusion -- DPIT: Dual-Pipeline Integrated Transformer for
Human Pose Estimation -- Integrative Analysis of Multi-view Histopathological Image Features for the Diagnosis of Lung Cancer -- Where Are the Children with Autism Looking in Reality? …”
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