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

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