International Conference on Multimedia Retrieval (ICMR) (2019)

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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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Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
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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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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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V3C1 Dataset: An Evaluation of Content Characteristics.
Fabian Berns|Luca Rossetto|Klaus Schoeffmann|Christian Beecks|George Awad
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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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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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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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PhonoNet: Multi-Stage Deep Neural Networks for Raga Identification in Hindustani Classical Music.
Sauhaarda Chowdhuri
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Keynote: Towards Explainability in AI and Multimedia Research.
Tat-Seng Chua
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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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Progressive Image Enhancement under Aesthetic Guidance.
Xiaoyu Du|Xun Yang|Zhiguang Qin|Jinhui Tang
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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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Context-Aware Embeddings for Automatic Art Analysis.
Noa Garcia|Benjamin Renoust|Yuta Nakashima
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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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Multimodal Multimedia Retrieval with vitrivr.
Ralph Gasser|Luca Rossetto|Heiko Schuldt
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Methods of Multi-Modal Data Exploration.
Tomás Grosup
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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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Take Goods from Shelves: A Dataset for Class-Incremental Object Detection.
Yu Hao|Yanwei Fu|Yu-Gang Jiang
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Image Emotion Distribution Learning with Graph Convolutional Networks.
Tao He|Xiaoming Jin
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EAGER: Edge-Aided imaGe undERstanding System.
Jianzhong He|Xiaobin Liu|Shiliang Zhang
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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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Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation.
Ting-Yao Hu|Alexander G. Hauptmann
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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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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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qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces.
Omid Jafari|John Ossorgin|Parth Nagarkar
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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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Hierarchical Variational Network for User-Diversified & Query-Focused Video Summarization.
Pin Jiang|Yahong Han
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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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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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Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval.
Svebor Karaman|Xudong Lin|Xuefeng Hu|Shih-Fu Chang
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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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Emotion Reinforced Visual Storytelling.
Nanxing Li|Bei Liu|Zhizhong Han|Yu-Shen Liu|Jianlong Fu
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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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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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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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Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint.
Leida Li|Yuzhe Yang|Hancheng Zhu
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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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Interactive Video Retrieval in the Age of Deep Learning.
Jakub Lokoc|Klaus Schoeffmann|Werner Bailer|Luca Rossetto|Cathal Gurrin
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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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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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Towards Cloud Distributed Image Indexing by Sparse Hashing.
André Mourão|João Magalhães
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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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Understanding, Categorizing and Predicting Semantic Image-Text Relations.
Christian Otto|Matthias Springstein|Avishek Anand|Ralph Ewerth
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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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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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Benchmarking Search and Annotation in Continuous Human Skeleton Sequences.
Jan Sedmidubský|Petr Elias|Pavel Zezula
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Similarity Search in 3D Human Motion Data.
Jan Sedmidubský|Pavel Zezula
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Recognizing User-Defined Subsequences in Human Motion Data.
Jan Sedmidubský|Pavel Zezula
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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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Learning Task Relatedness in Multi-Task Learning for Images in Context.
Gjorgji Strezoski|Nanne van Noord|Marcel Worring
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Stacked Self-Attention Networks for Visual Question Answering.
Qiang Sun|Yanwei Fu
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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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Learning Discriminative Features for Image Retrieval.
Yinghao Wang|Chen Chen|Jiong Wang|Yingying Zhu
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Deep Policy Hashing Network with Listwise Supervision.
Shaoying Wang|Hanjiang Lai|Yifan Yang|Jian Yin
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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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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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High-Capacity Convolutional Video Steganography with Temporal Residual Modeling.
Xinyu Weng|Yongzhi Li|Lu Chi|Yadong Mu
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Feature Pyramid Hashing.
Yifan Yang|Libing Geng|Hanjiang Lai|Yan Pan|Jian Yin
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Joint Cluster Unary Loss for Efficient Cross-Modal Hashing.
Shifeng Zhang|Jianmin Li|Bo Zhang
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Cross-Database Micro-Expression Recognition: A Benchmark.
Yuan Zong|Wenming Zheng|Xiaopeng Hong|Chuangao Tang|Zhen Cui|Guoying Zhao