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Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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Keynote: Towards Explainability in AI and Multimedia Research
Tat-Seng Chua

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Interactive Video Retrieval in the Age of Deep Learning
Jakub Lokoc | Klaus Schoeffmann | Werner Bailer | Luca Rossetto | Cathal Gurrin

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Similarity Search in 3D Human Motion Data
Jan Sedmidubský | Pavel Zezula

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A Geographical-Temporal Awareness Hierarchical Attention Network for Next Point-of-Interest Recommendation
Tongcun Liu | Jianxin Liao | Zhigen Wu | Yulong Wang | Jingyu Wang

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The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation
Tushar Karayil | Philipp Blandfort | Jörn Hees | Andreas Dengel

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Context-Aware Embeddings for Automatic Art Analysis
Noa Garcia | Benjamin Renoust | Yuta Nakashima

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Methods of Multi-Modal Data Exploration
Tomás Grosup

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Benchmarking Search and Annotation in Continuous Human Skeleton Sequences
Jan Sedmidubský | Petr Elias | Pavel Zezula

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A Genetic Programming Approach for Searching on Nearest Neighbors Graphs
Javier Alvaro Vargas Muñoz | Zanoni Dias | Ricardo da Silva Torres

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Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks
Xinyao Nie | Hong Lu | Zijian Wang | Jingyuan Liu | Zehua Guo

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Integrity Verification in Medical Image Retrieval Systems using Spread Spectrum Steganography
Peter U. Eze | Udaya Parampalli | Robin J. Evans | Dongxi Liu

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An Unsupervised Genetic Algorithm Framework for Rank Selection and Fusion on Image Retrieval
Lucas Pascotti Valem | Daniel Carlos Guimarães Pedronette

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Collaborating CNN and SVM for Automatic Image Annotation
Zhixin Li | Lan Lin | Canlong Zhang | Huifang Ma | Weizhong Zhao

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Relationship Detection Based on Object Semantic Inference and Attention Mechanisms
Liang Zhang | Shuai Zhang | Peiyi Shen | Guangming Zhu | Syed Afaq Ali Shah | Mohammed Bennamoun

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3D Human Tracking with Catadioptric Omnidirectional Camera
Fakhreddine Ababsa | Hicham Hadj-Abdelkader | Marouane Boui

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Learning Task Relatedness in Multi-Task Learning for Images in Context
Gjorgji Strezoski | Nanne van Noord | Marcel Worring

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High-Capacity Convolutional Video Steganography with Temporal Residual Modeling
Xinyu Weng | Yongzhi Li | Lu Chi | Yadong Mu

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Learning Discriminative Features for Image Retrieval
Yinghao Wang | Chen Chen | Jiong Wang | Yingying Zhu

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DeepMarks: A Secure Fingerprinting Framework for Digital Rights Management of Deep Learning Models
Huili Chen | Bita Darvish Rouhani | Cheng Fu | Jishen Zhao | Farinaz Koushanfar

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Feature Pyramid Hashing
Yifan Yang | Libing Geng | Hanjiang Lai | Yan Pan | Jian Yin

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Deep Policy Hashing Network with Listwise Supervision
Shaoying Wang | Hanjiang Lai | Yifan Yang | Jian Yin

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RobustiQ: A Robust ANN Search Method for Billion-scale Similarity Search on GPUs
Wei Chen | Jincai Chen | Fuhao Zou | Yuan-Fang Li | Ping Lu | Wei Zhao

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Triplet Fusion Network Hashing for Unpaired Cross-Modal Retrieval
Zhikai Hu | Xin Liu | Xingzhi Wang | Yiu-ming Cheung | Nannan Wang | Yewang Chen

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A Hierarchical Attentive Deep Neural Network Model for Semantic Music Annotation Integrating Multiple Music Representations
Qianqian Wang | Feng Su | Yuyang Wang

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Adversary Guided Asymmetric Hashing for Cross-Modal Retrieval
Wen Gu | Xiaoyan Gu | Jingzi Gu | Bo Li | Zhi Xiong | Weiping Wang

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Understanding, Categorizing and Predicting Semantic Image-Text Relations
Christian Otto | Matthias Springstein | Avishek Anand | Ralph Ewerth

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VIRET: A Video Retrieval Tool for Interactive Known-item Search
Jakub Lokoc | Gregor Kovalcík | Tomás Soucek | Jaroslav Moravec | Premysl Cech

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Self-Supervised Visual Representations for Cross-Modal Retrieval
Yash Patel | Lluís Gómez | Marçal Rusiñol | Dimosthenis Karatzas | C. V. Jawahar

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Multimodal Dialog for Browsing Large Visual Catalogs using Exploration-Exploitation Paradigm in a Joint Embedding Space
Indrani Bhattacharya | Arkabandhu Chowdhury | Vikas C. Raykar

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Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval
Svebor Karaman | Xudong Lin | Xuefeng Hu | Shih-Fu Chang

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PhonoNet: Multi-Stage Deep Neural Networks for Raga Identification in Hindustani Classical Music
Sauhaarda Chowdhuri

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Hierarchical Variational Network for User-Diversified & Query-Focused Video Summarization
Pin Jiang | Yahong Han

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Stacked Self-Attention Networks for Visual Question Answering
Qiang Sun | Yanwei Fu

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Joint Cluster Unary Loss for Efficient Cross-Modal Hashing
Shifeng Zhang | Jianmin Li | Bo Zhang

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Cross-Modal Video Moment Retrieval with Spatial and Language-Temporal Attention
Bin Jiang | Xin Huang | Chao Yang | Junsong Yuan

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Deep Semantic Space with Intra-class Low-rank Constraint for Cross-modal Retrieval
Peipei Kang | Zehang Lin | Zhenguo Yang | Xiaozhao Fang | Qing Li | Wenyin Liu

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Assist Users' Interactions in Font Search with Unexpected but Useful Concepts Generated by Multimodal Learning
Saemi Choi | Shun Matsumura | Kiyoharu Aizawa

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Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks
Po-Yao Huang | Vaibhav | Xiaojun Chang | Alexander G. Hauptmann

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Deep Association: End-to-end Graph-Based Learning for Multiple Object Tracking with Conv-Graph Neural Network
Cong Ma | Yuan Li | Fan Yang | Ziwei Zhang | Yueqing Zhuang | Huizhu Jia | Xiaodong Xie

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Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation
Ting-Yao Hu | Alexander G. Hauptmann

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Take Goods from Shelves: A Dataset for Class-Incremental Object Detection
Yu Hao | Yanwei Fu | Yu-Gang Jiang

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Annotating Objects and Relations in User-Generated Videos
Xindi Shang | Donglin Di | Junbin Xiao | Yu Cao | Xun Yang | Tat-Seng Chua

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Towards Cloud Distributed Image Indexing by Sparse Hashing
André Mourão | João Magalhães

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Emotion Reinforced Visual Storytelling
Nanxing Li | Bei Liu | Zhizhong Han | Yu-Shen Liu | Jianlong Fu

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Who's Afraid of Adversarial Queries?: The Impact of Image Modifications on Content-based Image Retrieval
Zhuoran Liu | Zhengyu Zhao | Martha A. Larson

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RACKNet: Robust Allocation of Convolutional Kernels in Neural Networks for Image Classification
Yash Garg | K. Selçuk Candan

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A Benchmark of Visual Storytelling in Social Media
Gonçalo Marcelino | David Semedo | André Mourão | Saverio G. Blasi | Marta Mrak | João Magalhães

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qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces
Omid Jafari | John Ossorgin | Parth Nagarkar

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V3C1 Dataset: An Evaluation of Content Characteristics
Fabian Berns | Luca Rossetto | Klaus Schoeffmann | Christian Beecks | George Awad

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Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
Steven C. Y. Hung | Jia-Hong Lee | Timmy S. T. Wan | Chien-Hung Chen | Yi-Ming Chan | Chu-Song Chen

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Cross-modal Collaborative Manifold Propagation for Image Recommendation
Meng Jian | Ting Jia | Xun Yang | Lifang Wu | Lina Huo

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Progressive Image Enhancement under Aesthetic Guidance
Xiaoyu Du | Xun Yang | Zhiguang Qin | Jinhui Tang

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Cross-Database Micro-Expression Recognition: A Benchmark
Yuan Zong | Wenming Zheng | Xiaopeng Hong | Chuangao Tang | Zhen Cui | Guoying Zhao

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Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint
Leida Li | Yuzhe Yang | Hancheng Zhu

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Hierarchical Attention based Neural Network for Explainable Recommendation
Dawei Cong | Yanyan Zhao | Bing Qin | Yu Han | Murray Zhang | Alden Liu | Nat Chen

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Image Emotion Distribution Learning with Graph Convolutional Networks
Tao He | Xiaoming Jin

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Multimodal Multimedia Retrieval with vitrivr
Ralph Gasser | Luca Rossetto | Heiko Schuldt

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Recognizing User-Defined Subsequences in Human Motion Data
Jan Sedmidubský | Pavel Zezula

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DietLens-Eout: Large Scale Restaurant Food Photo Recognition
Zhipeng Wei | Jingjing Chen | Zhaoyan Ming | Chong-Wah Ngo | Tat-Seng Chua | Fengfeng Zhou

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Blockchain and IoT-based Secure Multimedia Retrieval System for a Massive Crowd: Sharing Economy Perspective
Md. Abdur Rahman | George Loukas | Syed Maruf Abdullah | Areej Abdu | Syed Sadiqur Rahman | Elham Hassanain | Yasmine Arafa

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EAGER: Edge-Aided imaGe undERstanding System
Jianzhong He | Xiaobin Liu | Shiliang Zhang