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International Conference on Multimedia Retrieval (2015)


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Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Dense Models from Videos: Can YouTube be the Font of All Knowledge Bases?
Michael J. Witbrock

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Image Classification and Retrieval are ONE
Lingxi Xie | Richang Hong | Bo Zhang | Qi Tian

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Social Event Mining in Large Photo Collections
Maia Zaharieva | Matthias Zeppelzauer | Manfred del Fabro | Daniel Schopfhauser

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Unified YouTube Video Recommendation via Cross-network Collaboration
Ming Yan | Jitao Sang | Changsheng Xu

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Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos
Lu Jiang | Shoou-I Yu | Deyu Meng | Teruko Mitamura | Alexander G. Hauptmann

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Fast Democratic Aggregation and Query Fusion for Image Search
Zhanning Gao | Jianru Xue | Wengang Zhou | Shanmin Pang | Qi Tian

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DeepIndex for Accurate and Efficient Image Retrieval
Yu Liu | Yanming Guo | Song Wu | Michael S. Lew

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Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks
Lucas Pascotti Valem | Daniel Carlos Guimarães Pedronette | Ricardo da Silva Torres | Edson Borin | Jurandy Almeida

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Twin Feature and Similarity Maximal Matching for Image Retrieval
Lei Wang | Hanli Wang | Fengkuangtian Zhu

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Fusing Pointwise and Pairwise Labels for Supporting User-adaptive Image Retrieval
Lin Chen | Peng Zhang | Baoxin Li

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Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation
Jun Wang | Shangfei Wang | Qiang Ji

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Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter
Zeyd Boukhers | Kimiaki Shirahama | Frédéric Li | Marcin Grzegorzek

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Space-time Histograms And Their Application To Person Re-identification In TV Shows
Rémi Auguste | Jean Martinet | Pierre Tirilly

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Temporal Order-Preserving Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams
Jun Ye | Kai Li | Guo-Jun Qi | Kien A. Hua

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Fine-Grained Image Categorization by Localizing TinyObject Parts from Unannotated Images
Luming Zhang | Yi Yang | Roger Zimmermann

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Robust and Discriminative Concept Factorization for Image Representation
Yuchen Guo | Guiguang Ding | Jile Zhou | Qiang Liu

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Encoding Concept Prototypes for Video Event Detection and Summarization
Masoud Mazloom | AmirHossein Habibian | Dong Liu | Cees G. M. Snoek | Shih-Fu Chang

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Discovering Semantic Vocabularies for Cross-Media Retrieval
AmirHossein Habibian | Thomas Mensink | Cees G. M. Snoek

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Semi-Supervised Image Classification by Nonnegative Sparse Neighborhood Propagation
Zhao Zhang | Li Zhang | Ming-Bo Zhao | Weiming Jiang | Yuchen Liang | Fanzhang Li

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Hierarchical Encoding of Binary Descriptors for Image Matching
Zhendong Mao | Lingling Tong | Hongtao Xie | Qi Tian

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Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification
Valentin Leveau | Alexis Joly | Olivier Buisson | Patrick Valduriez

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High-Dimensional Indexing by Sparse Approximation
Pedro Borges | André Mourão | João Magalhães

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Diffusion-on-Manifold Aggregation of Local Features for Shape-based 3D Model Retrieval
Takahiko Furuya | Ryutarou Ohbuchi

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Bundling Centre for Landmark Image Discovery
Qian Zhang | Guoping Qiu

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To Keep or not to Keep: An Expectation-oriented Photo Selection Method for Personal Photo Collections
Andrea Ceroni | Vassilios Solachidis | Claudia Niederée | Olga Papadopoulou | Nattiya Kanhabua | Vasileios Mezaris

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Latent Factors of Visual Popularity Prediction
Spencer Cappallo | Thomas Mensink | Cees G. M. Snoek

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Visual Event Summarization on Social Media using Topic Modelling and Graph-based Ranking Algorithms
Manos Schinas | Symeon Papadopoulos | Yiannis Kompatsiaris | Pericles A. Mitkas

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Attribute Guided Dictionary Learning
Wei Wang | Yan Yan | Nicu Sebe

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Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections
Lei Meng | Ah-Hwee Tan | Cyril Leung | Liqiang Nie | Tat-Seng Chua | Chunyan Miao

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Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation
Yingjie Xia | Qianqian Zhu | Wei Wei

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Harvesting Multiple Sources for User Profile Learning: a Big Data Study
Aleksandr Farseev | Liqiang Nie | Mohammad Akbari | Tat-Seng Chua

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A Privacy-Preserving Bipartite Graph Matching Framework for Multimedia Analysis and Retrieval
Wei-Ta Chu | Feng-Chi Chang

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Describing Images with Hierarchical Concepts and Object Class Localization
Yahong Han | Guang Li

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Supervised Multi-scale Locality Sensitive Hashing
Li Weng | I-Hong Jhuo | Miaojing Shi | Meng Sun | Wen-Huang Cheng | Laurent Amsaleg

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A Novel Visual-Region-Descriptor-based Approach to Sketch-based Image Retrieval
Cheng Jin | Zheming Wang | Tianhao Zhang | Qinen Zhu | Yuejie Zhang

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Location Prediction of Social Images via Generative Model
Xiaoming Zhang | Zhoujun Li | Senzhang Wang | Yang Yang | Xueqiang Lv

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Scalable Multimodal Search with Distributed Indexing by Sparse Hashing
André Mourão | João Magalhães

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Insight in Image Collections by Multimedia Pivot Tables
Marcel Worring | Dennis C. Koelma

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Distribution Regularized Nonnegative Matrix Factorization for Transfer Visual Feature Learning
Yuchen Guo | Guiguang Ding | Qiang Liu

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Heterogeneous Semantic Level Features Fusion for Action Recognition
Junjie Cai | Michele Merler | Sharath Pankanti | Qi Tian

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Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering
Shangrong Huang | Jian Zhang | Shiyang Lu | Xian-Sheng Hua

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Improving Diversity in Image Search via Supervised Relevance Scoring
Eleftherios Spyromitros Xioufis | Symeon Papadopoulos | Alexandru-Lucian Gînsca | Adrian Popescu | Yiannis Kompatsiaris | Ioannis P. Vlahavas

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Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval
César Yugo Okada | Daniel Carlos Guimarães Pedronette | Ricardo da Silva Torres

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Exploring Pooling Strategies based on Idiosyncrasies of Spatio-Temporal Interest Points
Yuancheng Ye | Xiaodong Yang | Yingli Tian

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Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning
Jian Wang | Yonghao He | Cuicui Kang | Shiming Xiang | Chunhong Pan

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Location-Based Parallel Tag Completion for Geo-tagged Social Image Retrieval
Jiaming Zhang | Shuhui Wang | Qingming Huang

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Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging
Yifang Yin | Luming Zhang | Roger Zimmermann

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Using Viewer's Facial Expression and Heart Rate for Sports Video Highlights Detection
Prithwi Raj Chakraborty | Ligang Zhang | Dian Tjondronegoro | Vinod Chandran

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A Deep Neural Network for Modeling Music
Pengjing Zhang | Xiaoqing Zheng | Wenqiang Zhang | Siyan Li | Sheng Qian | Wenqi He | Shangtong Zhang | Ziyuan Wang

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Robust Seed Localization and Growing with Deep Convolutional Features for Scene Text Detection
Hailiang Xu | Feng Su

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Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog
Amir Ghodrati | Xu Jia | Marco Pedersoli | Tinne Tuytelaars

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Graph Learning on K Nearest Neighbours for Automatic Image Annotation
Feng Su | Like Xue

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Scalable Organization of Collections of Motion Capture Data via Quantitative and Qualitative Analysis
Songle Chen | Zhengxing Sun | Yan Zhang

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Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second
Shoou-I Yu | Lu Jiang | Zhongwen Xu | Yi Yang | Alexander G. Hauptmann

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Bag-of-Fragments: Selecting and Encoding Video Fragments for Event Detection and Recounting
Pascal Mettes | Jan C. van Gemert | Spencer Cappallo | Thomas Mensink | Cees G. M. Snoek

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Evaluating Two-Stream CNN for Video Classification
Hao Ye | Zuxuan Wu | Rui-Wei Zhao | Xi Wang | Yu-Gang Jiang | Xiangyang Xue

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Content-based Image Retrieval Using Rotation-invariant Histograms of Oriented Gradients
Jinhui Chen | Toru Nakashika | Tetsuya Takiguchi | Yasuo Ariki

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Augmented Feature Fusion for Image Retrieval System
Yang Zhou | Dan Zeng | Shiliang Zhang | Qi Tian

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Parallel AP Clustering and Re-ranking for Automatic Image-Text Alignment and Large-Scale Web Image Search
Yanyun Qu | Baopeng Zhang | Jianping Fan

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Accio: A Data Set for Face Track Retrieval in Movies Across Age
Esam Ghaleb | Makarand Tapaswi | Ziad Al-Halah | Hazim Kemal Ekenel | Rainer Stiefelhagen

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A Two-step Approach to Cross-modal Hashing
Kaiye Wang | Wei Wang | Liang Wang | Ran He

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Cross-Scenario Eyeglasses Retrieval via EGYPT Model
Xiaoling Gu | Pai Peng | Mengwen Li | Sai Wu | Lidan Shou | Gang Chen

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People News Search via Name-Face Association Analysis
Yong Cheng | Zhixin Liu | Yun Zhao | Cheng Jin | Yuejie Zhang | Tao Zhang

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Discovering the Latent Similarities of the KNN Graph by Metric Transformation
Zhenzhong Kuang | Zongmin Li | Jianping Fan

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Formation Period Matters: Towards Socially Consistent Group Detection via Dense Subgraph Seeking
Yanhao Zhang | Lei Qin | Shengping Zhang | Hongxun Yao | Qingming Huang

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Memory Vectors for Particular Object Retrieval with Multiple Queries
Ronan Sicre | Hervé Jégou

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Semantic-aware Hashing for Social Image Retrieval
Jinhui Tang | Zechao Li | Liyan Zhang | Qingming Huang

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Zero-shot Image Categorization by Image Correlation Exploration
Lianli Gao | Jingkuan Song | Junming Shao | Xiaofeng Zhu | Heng Tao Shen

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Deep Bottleneck Feature for Image Classification
Yan Song | Ian Vince McLoughlin | Li-Rong Dai

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Maximally Visual-Homogeneous Region Detector for Large Scale Image Retrieval
Gang Wang | Ke Gao | Jintao Li

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Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search
Kevin Lin | Huei-Fang Yang | Kuan-Hsien Liu | Jen-Hao Hsiao | Chu-Song Chen

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Information Gain Study for Visual Vocabulary Construction
Huu Ton Le | Syntyche Gbèhounou | Thierry Urruty | François Lecellier | Christine Fernandez-Maloigne

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Discriminative Latent Feature Space Learning for Cross-Modal Retrieval
Xu Tang | Cheng Deng | Xinbo Gao

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Image Retrieval by User-oriented Ranking
Xueming Qian | Dan Lu | Xiaoxiao Liu

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Spatial Constraint for Image Location Estimation
Yisi Zhao | Xueming Qian

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Shape-based Object Matching Using Point Context
Cong Yang | Christian Feinen | Oliver Tiebe | Kimiaki Shirahama | Marcin Grzegorzek

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Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning
Yonghao He | Jian Wang | Cuicui Kang | Shiming Xiang | Chunhong Pan

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Probabilistic Matrix Factorization With Semantic And Visual Neighborhoods For Image Tag Completion
Dimitrios Rafailidis

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Exploiting Multiple Web Resources towards Collecting Positive Training Samples for Visual Concept Learning
Olga Papadopoulou | Vasileios Mezaris

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CRMActive: An Active Learning Based Approach for Effective Video Annotation and Retrieval
Moitreya Chatterjee | Anton Leuski

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Personalized Egocentric Video Summarization for Cultural Experience
Patrizia Varini | Giuseppe Serra | Rita Cucchiara

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EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval
Jialie Shen | Tao Mei | Dacheng Tao | Xuelong Li | Yong Rui

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Specific Person Retrieval via Incomplete Text Description
Mang Ye | Chao Liang | Zheng Wang | Qingming Leng | Jun Chen | Jun Liu

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Combining Generic and Specific Information for Cross-modal Retrieval
Thi Quynh Nhi Tran | Hervé Le Borgne | Michel Crucianu

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3D Sketch-Based 3D Model Retrieval
Bo Li | Yijuan Lu | Azeem Ghumman | Bradley Strylowski | Mario Gutierrez | Safiyah Sadiq | Scott Forster | Natacha Feola | Travis Bugerin

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Boosting Prediction of Geo-location for Web Images Through Integrating Multiple Knowledge Sources
Hao Kuang | Shiai Zhu | Abdulmotaleb El-Saddik

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Expression Recognition from Visible Images with the Help of Thermal Images
Xiaoxiao Shi | Shangfei Wang | Yachen Zhu

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Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos
Liangliang Cao | Zhicheng Yan | John R. Smith

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Sketch-based Image Retrieval via Shape Words
Changcheng Xiao | Changhu Wang | Liqing Zhang | Lei Zhang

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Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes
Zhen Gao | Shangfei Wang | Qiang Ji

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Emotion Recognition from EEG Signals using Hierarchical Bayesian Network with Privileged Information
Zhen Gao | Shangfei Wang

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Multi-Label Active Learning with Chi-Square Statistics for Image Classification
Chen Ye | Jian Wu | Victor S. Sheng | Shiquan Zhao | Pengpeng Zhao | Zhiming Cui

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Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors
Filip Radenovic | Hervé Jégou | Ondrej Chum

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Exploring EEG for Object Detection and Retrieval
Eva Mohedano | Kevin McGuinness | Graham Healy | Noel E. O'Connor | Alan F. Smeaton | Amaia Salvador | Sergi Porta | Xavier Giró-i-Nieto

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Kernel Local Descriptors with Implicit Rotation Matching
Andrei Bursuc | Giorgos Tolias | Hervé Jégou

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Semantic Concept Annotation For User Generated Videos Using Soundtracks
Qin Jin | Junwei Liang | Xixi He | Gang Yang | Jieping Xu | Xirong Li

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Automatic Image Annotation using Deep Learning Representations
Venkatesh N. Murthy | Subhransu Maji | R. Manmatha

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"My Day in Review": Visually Summarising Noisy Lifelog Data
Soumyadeb Chowdhury | Philip J. McParlane | Md. Sadek Ferdous | Joemon M. Jose

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Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling
Khalid Ashraf | Benjamin Elizalde | Forrest N. Iandola | Matthew W. Moskewicz | Julia Bernd | Gerald Friedland | Kurt Keutzer

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Learning Binary Codes for Hashing via Feature Decomposition
Xiao-Jiao Mao | Zhen-fei Ju | Rui Xu | Yu-Bin Yang

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Mutlimodal Learning with Deep Boltzmann Machine for Emotion Prediction in User Generated Videos
Lei Pang | Chong-Wah Ngo

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Improving Automatic Name-Face Association using Celebrity Images on the Web
Zhineng Chen | Bailan Feng | Chong-Wah Ngo | Caiyan Jia | Xiangsheng Huang

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End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning
Liliang Zhang | Liang Lin | Xian Wu | Shengyong Ding | Lei Zhang

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Teaching Video Analytics Based on Student Spatial and Temporal Behavior Mining
Jinxian Qin | Yaqian Zhou | Hong Lu | Heqing Ya

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Multi-view Face Detection Using Deep Convolutional Neural Networks
Sachin Sudhakar Farfade | Mohammad J. Saberian | Li-Jia Li

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Music Positioning and Annotation For Television Videos
Gang Yang | Jieping Xu | Xirong Li

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KinectSBR: A Kinect-Assisted 3D Sketch-Based 3D Model Retrieval System
Bo Li | Yijuan Lu | Azeem Ghumman | Bradley Strylowski | Mario Gutierrez | Safiyah Sadiq | Scott Forster | Natacha Feola | Travis Bugerin

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An Improved System For Real-Time Scene Text Recognition
Haojin Yang | Cheng Wang | Xiaoyin Che | Sheng Luo | Christoph Meinel

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DigInPix: Visual Named-Entities Identification in Images and Videos
Pierre Letessier | Nicolas Hervé | Alexis Joly | Hakim Nabi | Mathieu Derval | Olivier Buisson

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Mobile Media Thumbnailing
Yingying Chen | Jinqiao Wang | Jing Liu | Hanqing Lu

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IdeaPanel: A Large Scale Interactive Sketch-based Image Search System
Changcheng Xiao | Changhu Wang | Liqing Zhang | Lei Zhang

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A Sparse Ensemble Learning System For Efficient Semantic Indexing
Sheng Tang | Hui Chen | Yu Li | Jun Bin Xiao | Jintao Li

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A Multi-Sensory Gesture-Based Occupational Therapy Environment for Controlling Home Appliances
Ahmad M. Qamar | Ahmed Riaz Khan | Syed Osama Hussain | Mohamed Abdur Rahman | Saleh M. Basalamah

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Incremental Multimodal Query Construction for Video Search
Shicheng Xu | Huan Li | Xiaojun Chang | Shoou-I Yu | Xingzhong Du | Xuanchong Li | Lu Jiang | Zexi Mao | Zhen-Zhong Lan | Susanne Burger | Alexander G. Hauptmann


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Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, EMR@ICMR 2015, Shanghai, China, June 23-26, 2015

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Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, EMR@ICMR 2015, Shanghai, China, June 23-26, 2015

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Grass, Scrub, Tree, Random Forest and Human in the Loop: Automatic habitat classification based on digital photographs
Guoping Qiu

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Complex Background Leaf-based Plant Identification Method Based on Interactive Segmentation and Kernel Descriptor
Thi-Lan Le | Nam-Duong Duong | Van-Toi Nguyen | Hai Vu | Van-Nam Hoang | Thi Thanh-Nhan Nguyen

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Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning
Chen Li | Kimiaki Shirahama | Marcin Grzegorzek

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Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations
Jie Xie | Michael W. Towsey | Jinglan Zhang | Paul Roe

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Automated Analysis of Wild Fish Behavior in a Natural Habitat
Nancy Xin Ru Wang | Sarika Cullis-Suzuki | Alexandra Branzan Albu

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Discovery of Environmental Web Resources Based on the Combination of Multimedia Evidence
Theodora Tsikrika | Antonis Latas | Anastasia Moumtzidou | Elisavet Chatzilari | Stefanos Vrochidis | Yiannis Kompatsiaris

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Evaluation of Air Quality Using Dynamic Land-use Regression and Fusion of Environmental Information
Lasse Johansson | Ari Karppinen | Katja Loven