International Conference on Multimedia Retrieval (2020)

Content

Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020 91 papers

Workshops

Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020 8 papers
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020 15 papers

Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020

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Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020

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Style Image Retrieval for Improving Material Translation Using Neural Style Transfer
Gibran Benitez-Garcia | Wataru Shimoda | Keiji Yanai

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Iconify: Converting Photographs into Icons
Takuro Karamatsu | Gibran Benitez-Garcia | Keiji Yanai | Seiichi Uchida

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BatikGAN: A Generative Adversarial Network for Batik Creation
Wei-Ta Chu | Lin-Yu Ko

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Recommendations for Attractive Hairstyles
Yuto Nakamae | Xueting Wang | Toshihiko Yamasaki

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Automatic YouTube-Thumbnail Generation and Its Evaluation
Akari Shimono | Yuki Kakui | Toshihiko Yamasaki

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Session details: Attractiveness Computing in Multimedia
Wei-Ta Chu

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Session details: Multimedia Artworks Analysis
Toshihiko Yamasaki

Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Interactive Lifelog Retrieval with vitrivr
Silvan Heller | Mahnaz Amiri Parian | Ralph Gasser | Loris Sauter | Heiko Schuldt

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VRLE: Lifelog Interaction Prototype in Virtual Reality: Lifelog Search Challenge at ACM ICMR 2020
Aaron Duane | Björn Þór Jónsson | Cathal Gurrin

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Myscéal: An Experimental Interactive Lifelog Retrieval System for LSC'20
Ly-Duyen Tran | Manh-Duy Nguyen | Nguyen Thanh Binh | Hyowon Lee | Cathal Gurrin

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A Multi-level Interactive Lifelog Search Engine with User Feedback
Jiayu Li | Min Zhang | Weizhi Ma | Yiqun Liu | Shaoping Ma

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lifeXplore at the Lifelog Search Challenge 2020
Andreas Leibetseder | Klaus Schoeffmann

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Multimodal Retrieval through Relations between Subjects and Objects in Lifelog Images
Tai-Te Chu | Chia-Chun Chang | An-Zi Yen | Hen-Hsen Huang | Hsin-Hsi Chen

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VIRET Tool with Advanced Visual Browsing and Feedback
Gregor Kovalcík | Vít Skrhak | Tomás Soucek | Jakub Lokoc

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SOMHunter for Lifelog Search
Frantisek Mejzlík | Patrik Veselý | Miroslav Kratochvíl | Tomás Soucek | Jakub Lokoc

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Voxento: A Prototype Voice-controlled Interactive Search Engine for Lifelogs
Ahmed Alateeq | Mark Roantree | Cathal Gurrin

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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What Should I Do?
Ramesh C. Jain

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Medical Image Retrieval: Applications and Resources
Henning Müller

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Beyond Relevance Feedback for Searching and Exploring large Multimedia Collections
Marcel Worring

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Automation of Deep Learning - Theory and Practice
Martin Wistuba | Ambrish Rawat | Tejaswini Pedapati

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One Perceptron to Rule Them All: Language, Vision, Audio and Speech
Xavier Giró-i-Nieto

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Visual Relations Augmented Cross-modal Retrieval
Yutian Guo | Jingjing Chen | Hao Zhang | Yu-Gang Jiang

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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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Human Object Interaction Detection via Multi-level Conditioned Network
Xu Sun | Xinwen Hu | Tongwei Ren | Gangshan Wu

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Explaining with Counter Visual Attributes and Examples
Sadaf Gulshad | Arnold W. M. Smeulders

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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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Heterogeneous Non-Local Fusion for Multimodal Activity Recognition
Petr Byvshev | Pascal Mettes | Yu Xiao

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Trajectory Prediction Network for Future Anticipation of Ships
Pim Dijt | Pascal Mettes

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Learning to Select Elements for Graphic Design
Guolong Wang | Zheng Qin | Junchi Yan | Liu Jiang

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Actor-Critic Sequence Generation for Relative Difference Captioning
Zhengcong Fei

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Interactivity Proposals for Surveillance Videos
Shuo Chen | Pascal Mettes | Tao Hu | Cees G. M. Snoek

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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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QIK: A System for Large-Scale Image Retrieval on Everyday Scenes With Common Objects
Arun Zachariah | Mohamed Gharibi | Praveen Rao

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Image Synthesis from Locally Related Texts
Tianrui Niu | Fangxiang Feng | Lingxuan Li | Xiaojie Wang

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Automatic Color Scheme Extraction from Movies
Suzi Kim | Sunghee Choi

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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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Google Helps YouTube: Learning Few-Shot Video Classification from Historic Tasks and Cross-Domain Sample Transfer
Xinzhe Zhou | Yadong Mu

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iSparse: Output Informed Sparsification of Neural Network
Yash Garg | K. Selçuk Candan

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Super-Resolution Coding Defense Against Adversarial Examples
Yanjie Chen | Likun Cai | Wei Cheng | Hao Wang

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Continuous ODE-defined Image Features for Adaptive Retrieval
Fabio Carrara | Giuseppe Amato | Fabrizio Falchi | Claudio Gennaro

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Search Result Clustering in Collaborative Sound Collections
Xavier Favory | Frederic Font | Xavier Serra

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EfficientFAN: Deep Knowledge Transfer for Face Alignment
Pengcheng Gao | Ke Lu | Jian Xue

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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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PredNet and Predictive Coding: A Critical Review
Roshan Prakash Rane | Edit Szügyi | Vageesh Saxena | André Ofner | Sebastian Stober

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Query-controllable Video Summarization
Jia-Hong Huang | Marcel Worring

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System Fusion with Deep Ensembles
Liviu-Daniel Stefan | Mihai Gabriel Constantin | Bogdan Ionescu

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Reducing Response Time for Multimedia Event Processing using Domain Adaptation
Asra Aslam | Edward Curry

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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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Efficient Base Class Selection Algorithms for Few-Shot Classification
Takumi Ohkuma | Hideki Nakayama

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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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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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Itinerary Planning via Deep Reinforcement Learning
Shengxin Chen | Bo-Hao Chen | Zhaojiong Chen | YunBing Wu

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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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Learning Fine-Grained Similarity Matching Networks for Visual Tracking
Dawei Zhang | Zhonglong Zheng | Xiaowei He | Liu Su | Liyuan Chen

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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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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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One Shot Logo Recognition Based on Siamese Neural Networks
Camilo Vargas | Qianni Zhang | Ebroul Izquierdo

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Visual Story Ordering with a Bidirectional Writer
Wei-Rou Lin | Hen-Hsen Huang | Hsin-Hsi Chen

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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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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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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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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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On Visualizations in the Role of Universal Data Representation
Tomás Skopal

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An Interactive Learning System for Large-Scale Multimedia Analytics
Omar Shahbaz Khan

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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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Enabling Relevance-Based Exploration of Cataract Videos
Negin Ghamsarian

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Automatic Reminiscence Therapy for Dementia
Mariona Caros | Maite Garolera | Petia Radeva | Xavier Giró-i-Nieto

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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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surgXplore: Interactive Video Exploration for Endoscopy
Andreas Leibetseder | Klaus Schöffmann

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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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iCap: Interactive Image Captioning with Predictive Text
Zhengxiong Jia | Xirong Li

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Multi-Attention Multimodal Sentiment Analysis
Taeyong Kim | Bowon Lee

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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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Incorporating Semantic Knowledge for Visual Lifelog Activity Recognition
Min-Huan Fu | An-Zi Yen | Hen-Hsen Huang | Hsin-Hsi Chen

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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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Multi-level Recognition on Falls from Activities of Daily Living
Jiawei Li | Shu-Tao Xia | Qianggang Ding

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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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Continuous Health Interface Event Retrieval
Vaibhav Pandey | Nitish Nag | Ramesh C. Jain

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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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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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YOLO-mini-tiger: Amur Tiger Detection
Runchen Wei | Ning He | Ke Lu

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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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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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Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks
Youze Wang | Shengsheng Qian | Jun Hu | Quan Fang | Changsheng Xu

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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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Multi-Graph Group Collaborative Filtering
Bo Jiang

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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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A Coordinated Representation Learning Enhanced Multimodal Machine Translation Approach with Multi-Attention
Yifeng Han | Lin Li | Jianwei Zhang

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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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ICDAR'20: Intelligent Cross-Data Analysis and Retrieval
Minh-Son Dao | Morten Fjeld | Filip Biljecki | Uraz Yavanoglu | Mianxiong Dong

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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