| Description |
1 online resource (xxx, 629 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 11857 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 11857.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Nary Differential Equations with Envolutionary Weights -- Infrared Image Segmentation for Photovoltaic Panels Based on Res-UNet htweight 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 Ordi |
| Summary |
The three-volume set LNCS 11857, 11858, and 11859 constitutes the refereed proceedings of the Second Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2019, held in Xian, China, in November 2019. 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 |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed November 5, 2019) |
| Subject |
Pattern recognition systems -- Congresses
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Computer vision -- Congresses
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Computer vision
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Pattern recognition systems
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Lin, Zhouchen, editor.
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Wang, Liang, editor
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Yang, Jian, 1973 June- editor.
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Shi, Guangming, 1965- editor.
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Tan, Tieniu, editor.
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Zheng, Nanning, editor.
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Chen, Xilin, editor.
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Zhang, Yanning (Computer scientist), editor.
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| ISBN |
9783030316549 |
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3030316548 |
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