Buch, Englisch, Band 11857, 629 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 984 g
Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Second Chinese Conference, PRCV 2019, Xi¿an, China, November 8¿11, 2019, Proceedings, Part I
Buch, Englisch, Band 11857, 629 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 984 g
Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics
ISBN: 978-3-030-31653-2
Verlag: Springer International Publishing
The 165 revised full papers presented were carefully reviewed and selected from 412 submissions. The papers have been organized in the following topical sections: Part I: Object Detection, Tracking and Recognition, Part II: Image/Video Processing and Analysis, Part III: Data Analysis and Optimization.
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Weitere Infos & Material
Channel Feature Enhanced Detector for Small Ball Detection.- High-order Graph Convolutional Network for Skeleton-based Human Action Recognition.- Multi-scale Spatial-temporal Attention for Action Recognition.- Reading Digital Numbers of Water Meter with Deep Learning Based Object Detector.- Exploiting Category-level Semantic Relationships for Fine-grained Image Recognition.- On the Multi-scale Real-time Object Detection Using ResNet.- Learning Attention Regulizaiton Correlation Filter for Visual Tracking.- Target Tracking Via Two-branch Spatio-temporal Regularized Correlation Filter Network.- A Real-time Rock-Paper-Scissor Hand Gesture Recognition System Based on FlowNet and Event Camera.- Cross-category Cross-semantic Regularization for Fine-grained Image Recognition.- The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-time Visual Tracking.- Table Detection Using Boundary Refining via Corner Locating.- Dictionary Learning and Confidence Map Estimation-based Tracker for Robot-assisted Therapy System.- Power Line Corridor Lidar Point Cloud Segmentation Using Convolutional Neural Network.- Face Liveness Detection Based on Client Identity Using Siamese Network.- Learning Weighted Video Segments for Temporal Action Localization.- REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing.- Weakly-supervised Action Recognition and Localization via Knowledge Transfer.- Visual Tracking with Levy Flight Grasshopper Optimization Algorithm.- Exploring Context Information for Accurate and Fast Object Detection.- A Novel Method for Thermal Image Based Electrical-equipment Detection.- State Detection of Electrical Equipment Based on Infrared Thermal Imaging Technology.- Attention Based Convolutional Recurrent Neural Network for Environmental Sound Classification.- Salient Object Detection via Light-weight Multi-Path Refinement Networks.- Visual Object Tracking via An Improved Lightweight Siamese Network.- A Simple and Robust Attentional Encoder-decoder Model for License Plate Recognition.- Semi-supervised Deep Neural Networks for Object Detection in Video Surveillance Systems.- YNBIRDS: A System for Fine-grained Bird Image Recognition.- Quadratic Approximation Greedy Pursuit for Cardinality-constrained Sparse Learning.- Iterative Discriminative Domain Adaptation.- Common Structured Low-rank Matrix Recovery for Cross-view Classification.- Pruning Convolutional Neural Networks via Stochastic Gradient Hard Thresholding.- Channel and Constraint Compensation for Generative Adversarial Networks.- Faster Real-time Face Alignment Method on CPU.- A Siamese Pedestrian Alignment Network for Person Re-identification.- Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks.- Virtual Adversarial Training on Graph Convolutional Networks in Node Classification.- Brain Functional Connectivity Augmentation Method for Mental Disease Classification with Generative Adversarial Network.- Attention-based Label Consistency for Semi-supervised Deep Learning.- Semantic Reanalysis of Scene Words in Visual Question Answering.- A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification.- Spatial-temporal Fusion Network with Residual Learning and Attention Mechanism: A Benchmark for Video-based Group Re-ID.- Architectural Style Classification Based on DNN Model.- DAEIMP: Denoising Autoencoder-based Imputation of Sleep Heart Health Study for Identification of Cardiovascular Diseases.- Fabric Defect Detection Based on Lightweight Neural Network.- Person Re-identification with Neural Architecture Search.- Deep Convolutional Center-based Clustering.- Exponential Moving Averaged Q-network for DDPG.- Multi-scale Convolutional Neural Network Based on 3D Context Fusion for Lesion Detection.- Orientation Adaptive YOLOv3 for Object Detection in Remote Sensing Images.- Neural Ordinary Differential Equations with Envolutionary Weights.- Infrared Image Segmentation for Photovoltaic Panels Based on Res-UNet.
