Intelligence Science and Big Data Engineering: 7th International Conference

Intelligence Science and Big Data Engineering: 7th International Conference, IScIDE 2017, Dalian, China, September 22-23, 2017, Proceedings (Lecture Notes in Computer Science)
This book constitutes the proceedings of the 7th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2017, held in Dalian, China, in September 2017.

Table of Contents

Chapter 1. The Microphone Array Arrangement Method for High Order Ambisonics Recordings
Chapter 2. Learning an Alternating Bergman Network for Non-convex and Non-smooth Optimization Problems
Chapter 3. Sparse Multimodal Gaussian Processes
Chapter 4. Document Analysis Based on Multi-view Intact Space Learning with Manifold Regularization
Chapter 5. Blind Image Quality Assessment: Using Statistics of Color Descriptors in the DCT Domain
Chapter 6. Location Dependent Dirichlet Processes
Chapter 7. Frequency Recognition Based on Optimized Power Spectral Density Analysis for SSSEP-Based BCIs
Chapter 8. A Hybrid Particle Swarm Optimization Algorithm Based on Migration Mechanism
Chapter 9. A Hybrid Multi-swarm PSO Algorithm Based on Shuffled Frog Leaping Algorithm
Chapter 10. Similarity Degree for Multi-Attribute Decision Making with Incomplete Dual Hesitant Fuzzy Sets
Chapter 11. A Unified Confidence Measure Framework Using Auxiliary Normalization Graph
Chapter 12. Decentralized Pinning Synchronization of Colored Time-Delayed Networks via Decentralized Pinning Periodically Intermittent Control
Chapter 13. Image Fusion Using Pulse Coupled Neural Network and CNN
Chapter 14. CNN-Based Age Classification via Transfer Learning
Chapter 15. Deep Attentive Structured Language Model Based on LSTM
Chapter 16. Classification of Motor Imagery EEG Signals with Deep Learning Models
Chapter 17. Jointly Using Deep Model Learned Features and Traditional Visual Features in a Stacked SVM for Medical Subfigure Classification
Chapter 18. Facial Emotion Recognition via Discrete Wavelet Transform, Principal Component Analysis, and Cat Swarm Optimization
Chapter 19. Using LFDA to Learn Subset-Haar-Like Intermediate Feature Weights for Pedestrian Detection
Chapter 20. Using Original Face Image and Its Virtual Image for Face Recognition
Chapter 21. A Novel Representation for Abnormal Crowd Motion Detection
Chapter 22. Robust Face Hallucination via Locality-Constrained Nuclear Norm Regularized Regression
Chapter 23. Multi-task Learning for Person Re-identification
Chapter 24. Database Search Algorithm Based on Track Predicting in Fingerprinting Localization
Chapter 25. Cascade Error-Correction Mechanism for Human Pose Estimation in Videos
Chapter 26. Index Tracking by Using Sparse Support Vector Regression
Chapter 27. Two-Stage Transfer Learning of End-to-End Convolutional Neural Networks for Webpage Saliency Prediction
Chapter 28. Saliency Detection via Combining Global Shape and Local Cue Estimation
Chapter 29. Online Vehicle Tracking in Aerial Imagery
Chapter 30. Autonomous Object Segmentation in Cluttered Environment Through Interactive Perception
Chapter 31. Robust Variational Auto-Encoder for Radar HRRP Target Recognition
Chapter 32. Probabilistic Hypergraph Optimization for Salient Object Detection
Chapter 33. A Cascaded Segmentation Method Based on Region Merging to Change Detection in Remote Sensing Images
Chapter 34. Saliency Detection by Unifying Regression and Propagation
Chapter 35. Classification and Clustering via Structure-enforced Matrix Factorization
Chapter 36. Reweighted Sparse Subspace Clustering Based on Fractional-Order Function
Chapter 37. Ensemble Re-clustering: Refinement of Hard Clustering by Three-Way Strategy
Chapter 38. Motor Imagery EEG Classification Based on Multi-scale Time Windows
Chapter 39. Hyperspectral Image Classification Based on Empirical Mode Decomposition and Local Binary Pattern
Chapter 40. Extremely Randomized Forest with Hierarchy of Multi-label Classifiers
Chapter 41. Subspace Clustering Under Multiplicative Noise Corruption
Chapter 42. Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion
Chapter 43. Blind Multi-frame Super Resolution with Non-identical Blur
Chapter 44. Example-Guided Image Prior for Blind Image Deblurring
Chapter 45. Improved Spiking Cortical Model Based Algorithm for Multi-focus Image Fusion
Chapter 46. Robust Underwater Image Stitching Based on Graph Matching
Chapter 47. A Fingerprint Registration Method Based on Image Field and Mean Square Error
Chapter 48. A Low Rank Regularization Method for Motion Adaptive Video Stabilization
Chapter 49. Multi-image Deblurring Using Complement
Chapter 50. CAD Model Based on NN and PCA in Prostate Tumor MRI
Chapter 51. Altered Functional Specialization in Temporal Lobe Epilepsy
Chapter 52. Resting-State Brain Activity Complexity in Early-Onset Schizophrenia Characterized by a Multi-scale Entropy Method
Chapter 53. Component Selection in Blind Source Separation of Brain Imaging Data
Chapter 54. Gradient Vector Flow Field and Fast Marching Based Method for Centerline Computation of Coronary Arteries
Chapter 55. EEG-Based Motor Imagery Differing in Task Complexity
Chapter 56. A Comparative Study of Joint-SNVs Analysis Methods and Detection of Susceptibility Genes for Gastric Cancer in Korean Population
Chapter 57. The Prognostic Role of Genes with Skewed Expression Distribution in Lung Adenocarcinoma
Chapter 58. Survival-Expression Map and Essential Forms of Survival-Expression Relations for Genes
Chapter 59. Fast Vein Pattern Extraction Based on a Binary Filter
Chapter 60. Geographical and Overlapping Community Modeling Based on Business Circles for POI Recommendation
Chapter 61. Event Recommendation via Collective Matrix Factorization with Event-User Neighborhood