Pattern Recognition: 7th Chinese Conference, CCPR 2016, Chengdu, China, November 5-7, 2016, Proceedings, Part II (Communications in Computer and Information Science, 663)

The Two-volume Set Ccis 662 And Ccis 663 Constitutes The Refereed Proceedings Of The 7th Chinese Conference On Pattern Recognition, Ccpr 2016, Held In Chengdu, China, In November 2016. The 121 Revised Papers Presented In Two Volumes Were Carefully Reviewed And Selected From 199 Submissions. The Papers Are Organized In Topical Sections On Robotics; Computer Vision; Basic Theory Of Pattern Recognition; Image And Video Processing; Speech And Language; Emotion Recognition. Robotics -- Computer Vision -- Basic Theory Of Pattern Recognition -- Image And Video Processing -- Speech And Language -- Emotion Recognition. Edited By Tieniu Tan, Xuelong Li, Xilin Chen, Jie Zhou, Jian Yang, Hong Cheng. Front Matter....Pages I-XXIII Front Matter....Pages 1-1 Saliency Region Detection via Graph Model and Statistical Learning....Pages 3-13 An Efficient Gabor Feature-Based Multi-task Joint Support Vector Machines Framework for Hyperspectral Image Classification....Pages 14-25 Single Image Haze Removal Based on Priori Image Geometry and Edge-Preserving Filtering....Pages 26-41 Semantic Segmentation with Modified Deep Residual Networks....Pages 42-54 A Quantum-Inspired Fuzzy Clustering for Solid Oxide Fuel Cell Anode Optical Microscope Images Segmentation....Pages 55-64 Document Image Super-Resolution Reconstruction Based on Clustering Learning and Kernel Regression....Pages 65-77 Image Fusion and Super-Resolution with Convolutional Neural Network....Pages 78-88 Robust Segmentation for Video Captions with Complex Backgrounds....Pages 89-100 Single Low-Light Image Enhancement Using Luminance Map....Pages 101-110 Image Copy Detection Based on Convolutional Neural Networks....Pages 111-121 Perceptual Loss with Fully Convolutional for Image Residual Denoising....Pages 122-132 Single Image Super Resolution Through Multi Extreme Learning Machine Regressor Fusion....Pages 133-146 Learning-Based Weighted Total Variation for Structure Preserving Texture Removal....Pages 147-160 A Novel Texture Extraction Method for the Sedimentary Structures’ Classification of Petroleum Imaging Logging....Pages 161-172 Rank Beauty....Pages 173-181 Robust Optic Disc Detection Based on Multi-features and Two-Stage Decision Strategy....Pages 182-190 Hierarchical Saliency Detection Under Foggy Weather Fusing Spectral Residual and Phase Spectrum....Pages 191-201 Hierarchical Image Matching Method Based on Free-Form Linear Features....Pages 202-217 Improved Saliency Optimization Based on Superpixel-Wised Objectness and Boundary Connectivity....Pages 218-228 A Dual-Based Adaptive Gradient Method for TV Image Denoising....Pages 229-244 Front Matter....Pages 1-1 Image Inpainting Based on Sparse Representation with Dictionary Pre-clustering....Pages 245-258 Efficient Image Retrieval via Feature Fusion and Adaptive Weighting....Pages 259-273 The Effect of Quantization Setting for Image Denoising Methods: An Empirical Study....Pages 274-285 GPCA-SIFT: A New Local Feature Descriptor for Scene Image Classification....Pages 286-295 Front Matter....Pages 297-297 Low-Quality Character Recognition Based on Dictionary Learning and Sparse Representation....Pages 299-311 A Unified Approach for Spatial and Angular Super-Resolution of Diffusion Tensor MRI....Pages 312-324 Dump Truck Recognition Based on SCPSR in Videos....Pages 325-333 Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets....Pages 334-348 Attribute Based Approach for Clothing Recognition....Pages 349-363 Bloody Image Classification with Global and Local Features....Pages 364-378 Local Connectedness Constraint and Contrast Normalization Based Microaneurysm Detection....Pages 379-391 Aurora Sequences Classification and Aurora Events Detection Based on Hidden Conditional Random Fields....Pages 392-403 Source Printer Authentication for Printed Documents Based on Factor Analysis....Pages 404-415 Applying Batch Normalization to Hybrid NN-HMM Model For Speech Recognition....Pages 416-426 Preprocessing Algorithm Research of Touchless Fingerprint Feature Extraction and Matching....Pages 427-435 Violent Scene Detection Using Convolutional Neural Networks and Deep Audio Features....Pages 436-450 Random Walk Based Global Feature for Disease Gene Identification....Pages 451-463 Multi-stage Feature Extraction in Offline Handwritten Chinese Character Recognition....Pages 464-473 Multi-modal Brain Tumor Segmentation Based on Self-organizing Active Contour Model....Pages 474-485 Front Matter....Pages 486-498 A New Subcellular Localization Predictor for Human Proteins Considering the Correlation of Annotation Features and Protein Multi-localization....Pages 297-297 Biomedical Named Entity Recognition Based on Multistage Three-Way Decisions....Pages 499-512 Chinese Image Text Recognition with BLSTM-CTC: A Segmentation-Free Method....Pages 513-524 An Unsupervised Change Detection Approach for Remote Sensing Image Using SURF and SVM....Pages 525-536 Semi-supervised Learning of Bottleneck Feature for Music Genre Classification....Pages 537-551 Simultaneous Audio Source Localization and Microphone Placement....Pages 552-562 A Character-Based Method for License Plate Detection in Complex Scenes....Pages 563-575 Script Identification Based on HSV Features....Pages 576-587 Robust Principal Component Analysis Based Speaker Verification Under Additive Noise Conditions....Pages 588-597 Recurrent Neural Network Based Language Model Adaptation for Accent Mandarin Speech....Pages 598-606 Front Matter....Pages 607-617 Audio-Video Based Multimodal Emotion Recognition Using SVMs and Deep Learning....Pages 619-619 Emotion Recognition in Videos via Fusing Multimodal Features....Pages 621-631 Feature Learning via Deep Belief Network for Chinese Speech Emotion Recognition....Pages 632-644 The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge....Pages 645-651 MEC 2016: The Multimodal Emotion Recognition Challenge of CCPR 2016....Pages 652-666 Video Based Emotion Recognition Using CNN and BRNN....Pages 667-678 Audio Visual Recognition of Spontaneous Emotions In-the-Wild....Pages 679-691 The SYSU System for CCPR 2016 Multimodal Emotion Recognition Challenge....Pages 692-706 Transfer Learning of Deep Neural Network for Speech Emotion Recognition....Pages 707-720 Back Matter....Pages 721-729 ....Pages 731-735