1 A Privacy-Preserving Bipartite Graph Matching Framework for Multimedia Analysis and Retrieval 15 Image Classification and Retrieval are ONE 18 Describing Images with Hierarchical Concepts and Object Class Localization 23 Supervised Multi-scale Locality Sensitive Hashing 26 Nonnegative Sparse Neighborhood Propagation 29 Fast Democratic Aggregation and Query Fusion for Image Search 33 Bundling Centre For Landmark Image Discovery 49 Fine-Grained Image Categorization by Localizing Tiny Object Parts from Unannotated Images 51 DeepIndex for Accurate and Efficient Image Retrieval 53 A Novel Visual-Region-Descriptor-based Approach to Sketch-based Image Retrieval 58 Hierarchical Encoding of Binary Descriptors for Image Matching 63 Location Prediction of Social Images via Generative Model 69 Scalable Multimodal Search with Distributed Indexing by Sparse Hashing 71 Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation 73 MInsight in Image Collections by Multimedia Pivot Tables 74 Social Event Mining in Large Photo Collections 82 Distribution Regularized Nonnegative Matrix Factorization for Transfer Visual Feature Learning 83 Robust and Discriminative Concept Factorization for Image Representation 94 Heterogeneous Semantic Level Features Fusion for Action Recognition 101 Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering 111 Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification 118 Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter 123 Space-time histograms and their application to person re-identification in TV shows 125 Improving Diversity in Image Search via Supervised Relevance Scoring 126 Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval 127 Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks 130 Exploring Pooling Strategies based on Idiosyncrasies of Spatio-Temporal Interest Points 131 Temporal-Order Preserved Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams 133 Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning 136 Unified YouTube Video Recommendation via Cross-network Collaboration 138 Twin Feature and Similarity Maximal Matching for Image Retrieval 158 Location-Based Parallel Tag Completion for Geo-tagged Social Photo Retrieval 161 Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging 173 Fusing Pointwise and Pairwise Labels for Supporting Personalized Image Retrieval 178 USING VIEWER’S FACIAL EXPRESSION AND HEART RATE FOR SPORTS VIDEO HIGHLIGHTS DETECTION 189 A Deep Neural Network for Modeling Music 201 Robust Seed Detection and Growing with Deep Convolutional Features for Scene Text Detection 202 High-Dimensional Indexing by Sparse Approximation 213 To Keep or not to Keep: An Expectation-oriented Photo Selection Method for Personal Photo Collections 214 Swap Retrieval: Retrieving images of cats when the query shows a dog 222 Diffusion-on-Manifold Aggregation of Local Features for Shape-based 3D Model Retrieval 224 Graph Learning on K Nearest Neighbours for Automatic Image Annotation 227 Scalable organization of collections of motion capture data via quantitative and qualitative analysis 240 Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second 241 Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos 246 Encoding Concept Prototypes for Video Event Detection and Summarization 247 Discovering Semantic Vocabularies for Cross-Media Retrieval 248 Bag-of-Fragments: Selecting and encoding video fragments for event detection and recounting 249 Latent Factors of Visual Popularity Prediction 251 Building A Deep Learning System for Video Classification: An In-depth Study 253 Visual Event Summarization on Social Media using Topic Modelling and Graph-based Ranking Algorithms
3 Content-based Image Retrieval Using Rotation-invariant Histograms of Oriented Gradients 4 Augmented Feature Fusion for Image Retrieval System 30 Parallel AP Clustering and Re-ranking for Automatic Image-Text Alignment and Large-Scale Web Image Search 37 Accio: A Data Set for Face Track Retrieval in Movies Across Age 38 A Two-step Approach to Cross-modal Hashing 39 Cross-Scenario Eyeglasses Retrieval via EGYPT Model 52 People News Search via Name-Face Association Analysis 57 Discovering the Latent Similarities of the KNN Graph by Metric Transformation 59 Formation period matters: Towards socially consistent group detection via dense subgraph seeking 60 Memory vectors for particular object retrieval with multiple queries 62 Semantic-aware Hashing for Social Image Retrieval 67 Zero-shot Image Categorization via Image Correlation Exploration 76 Deep Bottleneck Feature for Image Classification 78 Maximally Visual-Homogeneous Region Detector for Large Scale Image Retrieval 87 Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search 93 Information gain study for visual vocabulary construction 97 Discriminative Latent Feature Space Learning for Cross-Modal Retrieval 103 Image Retrieval by User-oriented Ranking 105 Spatial Constraint for Image Location Estimation 115 Shape-based Object Matching Using Point Context 117 Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning 124 Probabilistic Matrix Factorization With Semantic And Visual Neighborhoods For Image Tag Completion 129 Exploiting multiple web resources towards collecting positive training samples for visual concept learning 134 CRMActive : An Active Learning Based Approach For Effective Video Annotation And Retrieval 135 Personalized Egocentric Video Summarization for Cultural Experience 140 EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval 142 Specific Person Retrieval via Incomplete Text Description 146 Combining generic and specific information for cross-modal retrieval 148 3D Sketch-Based 3D Model Retrieval 151 Boosting Prediction of Geo-location for Web Images Through Integrating Multiple Knowledge Sources 162 Expression Recognition from Visible Images with the Help of Thermal Images 164 Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos 176 Sketch-based Image Retrieval via Shape Words 180 Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes 181 Emotion recognition from users' eeg signals using hierarchical bayesian model with privileged information 184 Multi-Label Active Learning with Chi-Square Statistics for Image Classification 188 Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors 193 Exploring EEG for Object Detection and Retrieval 221 Kernel Local Descriptors with Implicit Rotation Matching 229 Semantic Concept Annotation for User Generated Videos Using Soundtracks 230 Automatic Image Annotation using Deep Learning Representations 231 “My Day in Review” Visually Summarising Noisy Lifelog Data 232 Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling 236 Learning Binary Codes for Hashing via Feature Decomposition 243 Multimodal Learning with Deep Boltzmann Machine for Emotion Prediction in User Generated Videos 244 Improving Automatic Name-Face Association using Celebrity Images on the Web
100 Music Positioning and Annotation For Television Videos 149 KinectSBR: A Kinect-Assisted 3D Sketch-Based 3D Model Retrieval System 153 An Improved System For Real-Time Scene Text Recognition 198 DigInPix: visual named-entities identification in images and videos 256 Mobile Media Thumbnailing 257 IdeaPanel: A Large Scale Interactive Sketch-based Image Search System 258 A Sparse Ensemble Learning System For Efficient Semantic Indexing 260 A Multi-Sensory Gesture-Based Occupational Therapy Environment for Controlling Home Appliances 261 Incremental Multimodal Query Construction for Video Search
96 End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning 128 Attribute Guided Dictionary Learning 166 Teaching Video Analytics Based on Human Behavior Mining 179 Online Multi-modal Co-indexing and Retrieval for Weakly Supervised Web Image Collections 217 Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation 223 Harvesting Multiple Sources for User Profile Learning: a Big Data Study 254 Multi-view Face Detection Using Deep Convolutional Neural Networks
