Intelligence Science and Big Data Engineering. Image and Video Data Engineering : 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I

The two-volume set LNCS 9242 9243 constitutes the proceedings of the 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, held in Suzhou, China, in June 2015. The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning. Front Matter....Pages I-XIX Fast and Accurate Text Detection in Natural Scene Images....Pages 1-10 Orthogonal Procrustes Problem Based Regression with Application to Face Recognition with Pose Variations....Pages 11-19 A New Fisher Discriminative K-SVD Algorithm for Face Recognition....Pages 20-28 Learning Sparse Features in Convolutional Neural Networks for Image Classification....Pages 29-38 Semi Random Patches Sampling Based on Spatio-temporal Information for Facial Expression Recognition....Pages 39-49 Band Selection of Hyperspectral Imagery Using a Weighted Fast Density Peak-Based Clustering Approach....Pages 50-59 Modified Supervised Kernel PCA for Gender Classification....Pages 60-71 Fast Film Genres Classification Combining Poster and Synopsis....Pages 72-81 A Heterogeneous Image Transformation Based Synthesis Framework for Face Sketch Aging....Pages 82-89 A Novel Image Segmentation Algorithm Based on Improved Active Contour Model....Pages 90-99 Supervised Spectral Embedding for Human Pose Estimation....Pages 100-109 Matrix Based Regression with Local Position-Patch and Nonlocal Similarity for Face Hallucination....Pages 110-117 Facial Occlusion Detection via Structural Error Metrics and Clustering....Pages 118-127 Graph Regularized Structured Sparse Subspace Clustering....Pages 128-136 Precise Image Matching: A Similarity Measure Approach....Pages 137-144 Assigning PLS Based Descriptors by SVM in Action Recognition....Pages 145-153 Coupled Dictionary Learning with Common Label Alignment for Cross-Modal Retrieval....Pages 154-162 Combining Active Learning and Semi-Supervised Learning Based on Extreme Learning Machine for Multi-class Image Classification....Pages 163-175 Multi-modal Retrieval via Deep Textual-Visual Correlation Learning....Pages 176-185 Bidirectional Covariance Matrices: A Compact and Efficient Data Descriptor for Image Set Classification....Pages 186-195 Image Denoising Using Modified Nonsubsampled Contourlet Transform Combined with Gaussian Scale Mixtures Model....Pages 196-207 Fast Correction Visual Tracking via Feedback Mechanism....Pages 208-219 High Dynamic Range Image Rendering with a Luminance-Chromaticity Independent Model....Pages 220-230 Graph Cuts Based Moving Object Detection for Aerial Video....Pages 231-239 Compressed Hashing for Neighborhood Structure Preserving....Pages 240-248 Abnormal Crowd Motion Detection Using Double Sparse Representations....Pages 249-259 Nonparametric Discriminant Analysis Based on the Trace Ratio Criterion....Pages 260-271 Traffic Sign Recognition Using Deep Convolutional Networks and Extreme Learning Machine....Pages 272-280 Hough Transform-Based Road Detection for Advanced Driver Assistance Systems....Pages 281-287 Dictionary Pair Learning with Block-Diagonal Structure for Image Classification....Pages 288-299 A Gradient Weighted Thresholding Method for Image Segmentation....Pages 300-309 Study on Image Classification with Convolution Neural Networks....Pages 310-319 Multiscale Change Detection Method for Remote Sensing Images Based on Online Learning Framework....Pages 320-330 Spatiotemporal Saliency Detection Using Slow Feature Analysis and Spatial Information for Dynamic Scenes....Pages 331-340 Face Verification Across Aging Based on Deep Convolutional Networks and Local Binary Patterns....Pages 341-350 Radar Model Correction of Asteroid 4179 Toutatis via Optical Images Observed by Chang’E-2 Probe....Pages 351-361 Coherence Enhancing Diffusion for Discontinuous Fringe Patterns with Oriented Boundary Padding....Pages 362-369 A Cooperative Fusion Method of Multi-sensor Image Based on Grey Relational Analysis....Pages 370-379 A Self-adaption Fusion Algorithm of PET/CT Based on DTCWT and Combination Membership Function....Pages 380-391 Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital Images....Pages 392-400 Exemplar-Based Image Inpainting Using Structure Consistent Patch Matching....Pages 401-410 Content-Based Image Retrieval Using Hybrid Micro-Structure Descriptor....Pages 411-419 Improvement on Gabor Texture Feature Based Biometric Analysis Using Image Blurring....Pages 420-430 Robust Face Recognition with Occlusion by Fusing Image Gradient Orientations with Markov Random Fields....Pages 431-440 3D Image Sharpening by Grid Warping....Pages 441-450 Interactive Visual Analysis for Comprehensive Dataset....Pages 451-461 Non-negative Locality-Constrained Linear Coding for Image Classification....Pages 462-471 Blind Image Quality Assessment in Shearlet Domain....Pages 472-481 A Novel Image Quality Assessment for Color Distortions....Pages 482-492 Efficient Video Quality Assessment via 3D-Gradient Similarity Deviation....Pages 493-502 Image Quality Assessment Based on Mutual Information in Pixel Domain....Pages 503-512 Semisupervised Classification of SAR Images by Maximum Margin Neural Networks Method....Pages 513-521 DT-CWT-Based Improved BAQ for Anti-Saturation SAR Raw Data Compression....Pages 522-530 Non-Negative Kernel Sparse Coding for Image Classification....Pages 531-540 Practical Computation Acceleration for Large Size Single Image Filtering Based Haze Removal....Pages 541-550 Fast Image Filter Based on Adaptive-Weight and Joint-Histogram Algorithm....Pages 551-563 2.5D Facial Attractiveness Computation Based on Data-Driven Geometric Ratios....Pages 564-573 Spatial Resolution Enhancement of MWRI of FY-3 Satellite Using BGI....Pages 574-582 Multispectral Image Fusion Based on Laplacian Pyramid Decomposition with Immune Co-evolutionary Optimization....Pages 583-591 Local Variational Bayesian Inference Using Niche Differential Evolution for Brain Magnetic Resonance Image Segmentation....Pages 592-602 An Adaptive Approach for Keypoints Description Using Fractional Derivative....Pages 603-610 Second Order Variational Model for Image Decomposition Using Split Bregman Algorithm....Pages 611-625 Sparse Coding for Symmetric Positive Definite Matrices with Application to Image Set Classification....Pages 626-636 Super-Resolution of Video Using Deformable Patches....Pages 637-646 Back Matter....Pages 647-656 ....Pages 657-661