International Conference on Multimedia Retrieval (ICMR) (2020)

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Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.

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Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.
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Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval.
Po-Yao Huang|Xiaojun Chang|Alexander G. Hauptmann|Eduard H. Hovy
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Object Detection for Unseen Domains while Reducing Response Time using Knowledge Transfer in Multimedia Event Processing.
Asra Aslam
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Reducing Response Time for Multimedia Event Processing using Domain Adaptation.
Asra Aslam|Edward Curry
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Deep Adversarial Discrete Hashing for Cross-Modal Retrieval.
Cong Bai|Chao Zeng|Qing Ma|Jinglin Zhang|Shengyong Chen
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Semantic Gated Network for Efficient News Representation.
Xuxiao Bu|Bingfeng Li|Yaxiong Wang|Jihua Zhu|Xueming Qian|Marco Zhao
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Heterogeneous Non-Local Fusion for Multimodal Activity Recognition.
Petr Byvshev|Pascal Mettes|Yu Xiao
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Automatic Reminiscence Therapy for Dementia.
Mariona Caros|Maite Garolera|Petia Radeva|Xavier Giró-i-Nieto
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Continuous ODE-defined Image Features for Adaptive Retrieval.
Fabio Carrara|Giuseppe Amato|Fabrizio Falchi|Claudio Gennaro
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Super-Resolution Coding Defense Against Adversarial Examples.
Yanjie Chen|Likun Cai|Wei Cheng|Hao Wang
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Itinerary Planning via Deep Reinforcement Learning.
Shengxin Chen|Bo-Hao Chen|Zhaojiong Chen|YunBing Wu
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Interactivity Proposals for Surveillance Videos.
Shuo Chen|Pascal Mettes|Tao Hu|Cees G. M. Snoek
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MAENet: Boosting Feature Representation for Cross-Modal Person Re-Identification with Pairwise Supervision.
Yongbiao Chen|Sheng Zhang|Zhengwei Qi
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MMArt-ACM'20: International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia 2020.
Wei-Ta Chu|Ichiro Ide|Naoko Nitta|Norimichi Tsumura|Toshihiko Yamasaki
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A Framework for Paper Submission Recommendation System.
Dinh V. Cuong|Dac H. Nguyen|Son Huynh|Phong Huynh|Cathal Gurrin|Minh-Son Dao|Duc-Tien Dang-Nguyen|Binh T. Nguyen
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HLVU: A New Challenge to Test Deep Understanding of Movies the Way Humans do.
Keith Curtis|George Awad|Shahzad Rajput|Ian Soboroff
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ICDAR'20: Intelligent Cross-Data Analysis and Retrieval.
Minh-Son Dao|Morten Fjeld|Filip Biljecki|Uraz Yavanoglu|Mianxiong Dong
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Trajectory Prediction Network for Future Anticipation of Ships.
Pim Dijt|Pascal Mettes
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At the Speed of Sound: Efficient Audio Scene Classification.
Bo Dong|Cristian Lumezanu|Yuncong Chen|Dongjin Song|Takehiko Mizoguchi|Haifeng Chen|Latifur Khan
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Optimizing Queries over Video via Lightweight Keypoint-based Object Detection.
Jiansheng Dong|Jingling Yuan|Lin Li|Xian Zhong|Weiru Liu
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Search Result Clustering in Collaborative Sound Collections.
Xavier Favory|Frederic Font|Xavier Serra
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Actor-Critic Sequence Generation for Relative Difference Captioning.
Zhengcong Fei
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Rank-embedded Hashing for Large-scale Image Retrieval.
Haiyan Fu|Ying Li|Hengheng Zhang|Jinfeng Liu|Tao Yao
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Incorporating Semantic Knowledge for Visual Lifelog Activity Recognition.
Min-Huan Fu|An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
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Attention Mechanisms, Signal Encodings and Fusion Strategies for Improved Ad-hoc Video Search with Dual Encoding Networks.
Damianos Galanopoulos|Vasileios Mezaris
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EfficientFAN: Deep Knowledge Transfer for Face Alignment.
Pengcheng Gao|Ke Lu|Jian Xue
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iSparse: Output Informed Sparsification of Neural Network.
Yash Garg|K. Selçuk Candan
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Enabling Relevance-Based Exploration of Cataract Videos.
Negin Ghamsarian
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One Perceptron to Rule Them All: Language, Vision, Audio and Speech.
Xavier Giró-i-Nieto
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A Crowd Analysis Framework for Detecting Violence Scenes.
Konstantinos Gkountakos|Konstantinos Ioannidis|Theodora Tsikrika|Stefanos Vrochidis|Ioannis Kompatsiaris
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Explaining with Counter Visual Attributes and Examples.
Sadaf Gulshad|Arnold W. M. Smeulders
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Visual Relations Augmented Cross-modal Retrieval.
Yutian Guo|Jingjing Chen|Hao Zhang|Yu-Gang Jiang
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Introduction to the Third Annual Lifelog Search Challenge (LSC'20).
Cathal Gurrin|Tu-Khiem Le|Van-Tu Ninh|Duc-Tien Dang-Nguyen|Björn Þór Jónsson|Jakub Lokoc|Wolfgang Hürst|Minh-Triet Tran|Klaus Schöffmann
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A Coordinated Representation Learning Enhanced Multimodal Machine Translation Approach with Multi-Attention.
Yifeng Han|Lin Li|Jianwei Zhang
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A Lightweight Gated Global Module for Global Context Modeling in Neural Networks.
Li Hao|Liping Hou|Yuantao Song|Ke Lu|Jian Xue
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Query-controllable Video Summarization.
Jia-Hong Huang|Marcel Worring
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Analysis of the Effect of Dataset Construction Methodology on Transferability of Music Emotion Recognition Models.
Sabina Hult|Line Bay Kreiberg|Sami Sebastian Brandt|Björn Þór Jónsson
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Confidence-based Weighted Loss for Multi-label Classification with Missing Labels.
Karim M. Ibrahim|Elena V. Epure|Geoffroy Peeters|Gaël Richard
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CEA'20: The 12th Workshop on Multimedia for Cooking and Eating Activities.
Ichiro Ide|Yoko Yamakata|Atsushi Hashimoto
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What Should I Do?
Ramesh C. Jain
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iCap: Interactive Image Captioning with Predictive Text.
Zhengxiong Jia|Xirong Li
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Multi-Graph Group Collaborative Filtering.
Bo Jiang
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An Interactive Learning System for Large-Scale Multimedia Analytics.
Omar Shahbaz Khan
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Automatic Color Scheme Extraction from Movies.
Suzi Kim|Sunghee Choi
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Multi-Attention Multimodal Sentiment Analysis.
Taeyong Kim|Bowon Lee
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Compact Network Training for Person ReID.
Hussam Lawen|Avi Ben-Cohen|Matan Protter|Itamar Friedman|Lihi Zelnik-Manor
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surgXplore: Interactive Video Exploration for Endoscopy.
Andreas Leibetseder|Klaus Schöffmann
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Visual Story Ordering with a Bidirectional Writer.
Wei-Rou Lin|Hen-Hsen Huang|Hsin-Hsi Chen
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SenseMood: Depression Detection on Social Media.
Chenhao Lin|Pengwei Hu|Hui Su|Shaochun Li|Jing Mei|Jie Zhou|Henry Leung
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Intelligent Task Recognition: Towards Enabling Productivity Assistance in Daily Life.
Jonathan Liono|Mohammad Saiedur Rahaman|Flora D. Salim|Yongli Ren|Damiano Spina|Falk Scholer|Johanne R. Trippas|Mark Sanderson|Paul N. Bennett|Ryen W. White
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Multi-level Recognition on Falls from Activities of Daily Living.
Jiawei Li|Shu-Tao Xia|Qianggang Ding
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Knowledge Enhanced Neural Fashion Trend Forecasting.
Yunshan Ma|Yujuan Ding|Xun Yang|Lizi Liao|Wai Keung Wong|Tat-Seng Chua
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Imageability Estimation using Visual and Language Features.
Chihaya Matsuhira|Marc A. Kastner|Ichiro Ide|Yasutomo Kawanishi|Takatsugu Hirayama|Keisuke Doman|Daisuke Deguchi|Hiroshi Murase
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Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency.
Eric Müller-Budack|Jonas Theiner|Sebastian Diering|Maximilian Idahl|Ralph Ewerth
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Medical Image Retrieval: Applications and Resources.
Henning Müller
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Anomaly Detection in Traffic Surveillance Videos with GAN-based Future Frame Prediction.
Khac-Tuan Nguyen|Dat-Thanh Dinh|Minh N. Do|Minh-Triet Tran
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An Active Learning Framework for Duplicate Detection in SaaS Platforms.
Quy H. Nguyen|Dac H. Nguyen|Minh-Son Dao|Duc-Tien Dang-Nguyen|Cathal Gurrin|Binh T. Nguyen
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Image Synthesis from Locally Related Texts.
Tianrui Niu|Fangxiang Feng|Lingxuan Li|Xiaojie Wang
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Detecting, Classifying, and Mapping Retail Storefronts Using Street-level Imagery.
Shahin Sharifi Noorian|Sihang Qiu|Achilleas Psyllidis|Alessandro Bozzon|Geert-Jan Houben
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Efficient Base Class Selection Algorithms for Few-Shot Classification.
Takumi Ohkuma|Hideki Nakayama
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Continuous Health Interface Event Retrieval.
Vaibhav Pandey|Nitish Nag|Ramesh C. Jain
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Are You Watching Closely? Content-based Retrieval of Hand Gestures.
Mahnaz Amiri Parian|Luca Rossetto|Heiko Schuldt|Stéphane Dupont
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Towards Evaluating and Simulating Keyword Queries for Development of Interactive Known-item Search Systems.
Ladislav Peska|Frantisek Mejzlík|Tomás Soucek|Jakub Lokoc
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Flood Level Prediction via Human Pose Estimation from Social Media Images.
Khanh-An C. Quan|Vinh-Tiep Nguyen|Tan-Cong Nguyen|Tam V. Nguyen|Minh-Triet Tran
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PredNet and Predictive Coding: A Critical Review.
Roshan Prakash Rane|Edit Szügyi|Vageesh Saxena|André Ofner|Sebastian Stober
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Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access.
Markus Schedl|Michael Mayr|Peter Knees
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On Visualizations in the Role of Universal Data Representation.
Tomás Skopal
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System Fusion with Deep Ensembles.
Liviu-Daniel Stefan|Mihai Gabriel Constantin|Bogdan Ionescu
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Urban Movie Map for Walkers: Route View Synthesis using 360° Videos.
Naoki Sugimoto|Toru Okubo|Kiyoharu Aizawa
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Urban Object Detection Kit: A System for Collection and Analysis of Street-Level Imagery.
Maarten Sukel|Stevan Rudinac|Marcel Worring
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Human Object Interaction Detection via Multi-level Conditioned Network.
Xu Sun|Xinwen Hu|Tongwei Ren|Gangshan Wu
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DAGC: Employing Dual Attention and Graph Convolution for Point Cloud based Place Recognition.
Qi Sun|Hongyan Liu|Jun He|Zhaoxin Fan|Xiaoyong Du
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Emotion Recognition from Galvanic Skin Response Signal Based on Deep Hybrid Neural Networks.
Imam Yogie Susanto|Tse-Yu Pan|Chien-Wen Chen|Min-Chun Hu|Wen-Huang Cheng
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Automatic Evaluation of Iconic Image Retrieval based on Colour, Shape, and Texture.
Riku Togashi|Sumio Fujita|Tetsuya Sakai
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An Interactive Multimodal Retrieval System for Memory Assistant and Life Organized Support.
Van-Luon Tran|Anh-Vu Mai-Nguyen|Trong-Dat Phan|Anh-Khoa Vo|Minh-Son Dao|Koji Zettsu
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Image Retrieval using Multi-scale CNN Features Pooling.
Federico Vaccaro|Marco Bertini|Tiberio Uricchio|Alberto Del Bimbo
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One Shot Logo Recognition Based on Siamese Neural Networks.
Camilo Vargas|Qianni Zhang|Ebroul Izquierdo
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Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks.
Lili Wang|Ruibo Liu|Soroush Vosoughi
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Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks.
Youze Wang|Shengsheng Qian|Jun Hu|Quan Fang|Changsheng Xu
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Learning to Select Elements for Graphic Design.
Guolong Wang|Zheng Qin|Junchi Yan|Liu Jiang
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YOLO-mini-tiger: Amur Tiger Detection.
Runchen Wei|Ning He|Ke Lu
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Automation of Deep Learning - Theory and Practice.
Martin Wistuba|Ambrish Rawat|Tejaswini Pedapati
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Beyond Relevance Feedback for Searching and Exploring large Multimedia Collections.
Marcel Worring
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Deep Discrete Attention Guided Hashing for Face Image Retrieval.
Zhi Xiong|Dayan Wu|Wen Gu|Haisu Zhang|Bo Li|Weiping Wang
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Deep Semantic-Alignment Hashing for Unsupervised Cross-Modal Retrieval.
Dejie Yang|Dayan Wu|Wanqian Zhang|Haisu Zhang|Bo Li|Weiping Wang
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Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People.
Thinhinane Yebda|Jenny Benois-Pineau|Marion Pech|Hélène Amièva|Cathal Gurrin
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QIK: A System for Large-Scale Image Retrieval on Everyday Scenes With Common Objects.
Arun Zachariah|Mohamed Gharibi|Praveen Rao
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Sentence-based and Noise-robust Cross-modal Retrieval on Cooking Recipes and Food Images.
Zichen Zan|Lin Li|Jianquan Liu|Dong Zhou
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Learning Fine-Grained Similarity Matching Networks for Visual Tracking.
Dawei Zhang|Zhonglong Zheng|Xiaowei He|Liu Su|Liyuan Chen
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Visible-infrared Person Re-identification via Colorization-based Siamese Generative Adversarial Network.
Xian Zhong|Tianyou Lu|Wenxin Huang|Jingling Yuan|Wenxuan Liu|Chia-Wen Lin
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Google Helps YouTube: Learning Few-Shot Video Classification from Historic Tasks and Cross-Domain Sample Transfer.
Xinzhe Zhou|Yadong Mu