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Semantic ScholarICMR 2017: Bucharest, Romania
- Bogdan Ionescu, Nicu Sebe, Jiashi Feng, Martha A. Larson, Rainer Lienhart, Cees Snoek:
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017. ACM 2017, ISBN 978-1-4503-4701-3
Keynote 1
- Arnold W. M. Smeulders, Ran Tao:
Searching for A Thing. 1
Keynote 2
- Alberto Del Bimbo:
Making a Cultural Visit with a Smart Mate. 2
Tutorials
- George Awad, Duy-Dinh Le, Chong-Wah Ngo, Vinh-Tiep Nguyen, Georges Quénot, Cees Snoek, Shin'ichi Satoh:
Video Indexing, Search, Detection, and Description with Focus on TRECVID. 3-4
Oral Session 1: Vision and Language (Oral Presentations)
- Shizhe Chen, Jia Chen, Qin Jin:
Generating Video Descriptions with Topic Guidance. 5-13 - Christian Andreas Henning, Ralph Ewerth
:
Estimating the Information Gap between Textual and Visual Representations. 14-22 - Kan Chen, Rama Kovvuri, Jiyang Gao, Ram Nevatia:
MSRC: Multimodal Spatial Regression with Semantic Context for Phrase Grounding. 23-31 - Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann:
Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. 32-40
Oral Session 1: Vision and Language (Spotlight Presentations)
- Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang:
Transductive Visual-Semantic Embedding for Zero-shot Learning. 41-49 - Ricardo Carrapiço, Isabel Guimarães, Margarida Grilo, Sofia Cavaco, João Magalhães:
3D Facial Video Retrieval and Management for Decision Support in Speech and Language Therapy. 50-57 - Thomas Mensink, Thomas Jongstra, Pascal Mettes, Cees G. M. Snoek:
Music-Guided Video Summarization using Quadratic Assignments. 58-64
Special Oral Session: Beyond Semantics: Multimodal Understanding of Subjective Properties
- Darshan Santani, Salvador Ruiz-Correa, Daniel Gatica-Perez:
Insiders and Outsiders: Comparing Urban Impressions between Population Groups. 65-71 - Claudio Baecchi, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo:
Deep Sentiment Features of Context and Faces for Affective Video Analysis. 72-77 - Jiarui Gao, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue:
Frame-Transformer Emotion Classification Network. 78-83
Oral Session: Brave New Ideas
- Jaeyoung Choi, Martha A. Larson, Xinchao Li, Kevin Li, Gerald Friedland, Alan Hanjalic:
The Geo-Privacy Bonus of Popular Photo Enhancements. 84-92 - Eduardo Nigri, Ognjen Arandjelovic:
Light Curve Analysis From Kepler Spacecraft Collected Data. 93-98 - Nitish Nag, Vaibhav Pandey, Ramesh C. Jain:
Health Multimedia: Lifestyle Recommendations Based on Diverse Observations. 99-106
Oral Session: Open Software
- Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette:
An Unsupervised Distance Learning Framework for Multimedia Retrieval. 107-111 - Konstantin Pogorelov, Michael Riegler, Pål Halvorsen, Carsten Griwodz:
ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections. 112-116 - Chris A. Mattmann, Madhav Sharan:
Scalable Hadoop-Based Pooled Time Series of Big Video Data from the Deep Web. 117-120 - Federico Bartoli, Giuseppe Lisanti, Lorenzo Seidenari, Alberto Del Bimbo:
PACE: Prediction-based Annotation for Crowded Environments. 121-124
Oral Session 2: Multimedia Indexing (Oral presentations)
- Rao Muhammad Anwer, Fahad Shahbaz Khan, Joost van de Weijer, Jorma Laaksonen:
TEX-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition. 125-132 - Jie Lin, Olivier Morère, Antoine Veillard, Ling-Yu Duan, Hanlin Goh, Vijay Chandrasekhar:
DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right. 133-141 - André Mourão, João Magalhães:
Balanced Search Space Partitioning for Distributed Media Redundant Indexing. 142-149 - Dayan Wu, Zheng Lin, Bo Li, Mingzhen Ye, Weiping Wang:
Deep Supervised Hashing for Multi-Label and Large-Scale Image Retrieval. 150-158
Oral Session 2: Multimedia Indexing (Spotlight presentations)
- Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec:
Accelerated Nearest Neighbor Search with Quick ADC. 159-166 - Christian Eggert, Dan Zecha, Stephan Brehm, Rainer Lienhart:
Improving Small Object Proposals for Company Logo Detection. 167-174 - Rui Yang, Yuliang Shi, Xin-Shun Xu:
Discrete Multi-view Hashing for Effective Image Retrieval. 175-183 - Omar Seddati, Stéphane Dupont, Saïd Mahmoudi:
Quadruplet Networks for Sketch-Based Image Retrieval. 184-191
Oral Session 3: Multimedia Applications (Oral presentations)
- Karthik Yadati, Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic:
On the Automatic Identification of Music for Common Activities. 192-200 - Martin Pichl, Eva Zangerle, Günther Specht:
Improving Context-Aware Music Recommender Systems: Beyond the Pre-filtering Approach. 201-208 - Michal Koperski, Slawomir Bak, Peter Carr:
Groups Re-identification with Temporal Context. 209-217 - Ionut C. Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Simple, Efficient and Effective Encodings of Local Deep Features for Video Action Recognition. 218-225
Oral Session 4: Multimedia Applications (Spotlight presentations)
- Olga Slizovskaia, Emilia Gómez, Gloria Haro:
Musical Instrument Recognition in User-generated Videos using a Multimodal Convolutional Neural Network Architecture. 226-232 - Gijs Overgoor, Masoud Mazloom, Marcel Worring, Robert Rietveld, Willemijn van Dolen:
A Spatio-Temporal Category Representation for Brand Popularity Prediction. 233-241 - Miriam Redi, Frank Z. Liu, Neil O'Hare:
Bridging the Aesthetic Gap: The Wild Beauty of Web Imagery. 242-250
Oral Session 5: Best Paper Candidates
- Mohammad Soleymani, Michael Riegler, Pål Halvorsen:
Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content. 251-259 - Olivier Morère, Jie Lin, Antoine Veillard, Ling-Yu Duan, Vijay Chandrasekhar, Tomaso A. Poggio:
Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval. 260-268 - Yusuke Uchida, Yuki Nagai, Shigeyuki Sakazawa, Shin'ichi Satoh:
Embedding Watermarks into Deep Neural Networks. 269-277 - Christina Boididou, Symeon Papadopoulos, Lazaros Apostolidis, Yiannis Kompatsiaris:
Learning to Detect Misleading Content on Twitter. 278-286
Special Oral Session: Identifying and Linking Interesting Content in Large Audiovisual Repositories
- Zhi-Qi Cheng, Hao Zhang, Xiao Wu, Chong-Wah Ngo:
On the Selection of Anchors and Targets for Video Hyperlinking. 287-293 - Petra Galuscáková, Michal Batko, Jan Cech, Jiri Matas, David Novák, Pavel Pecina:
Visual Descriptors in Methods for Video Hyperlinking. 294-300 - Rémi Bois, Guillaume Gravier, Éric Jamet, Emmanuel Morin, Maxime Robert, Pascale Sébillot:
Linking Multimedia Content for Efficient News Browsing. 301-307 - Yang Liu, Zhonglei Gu, Yiu-ming Cheung, Kien A. Hua:
Multi-view Manifold Learning for Media Interestingness Prediction. 308-314 - Keith Curtis, Gareth J. F. Jones, Nick Campbell:
Utilising High-Level Features in Summarisation of Academic Presentations. 315-321
Oral Session 4: Cross-media Retrieval (Oral presentations)
- Aliaksandr Siarohin, Gloria Zen, Cveta Majtanovic, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe:
How to Make an Image More Memorable?: A Deep Style Transfer Approach. 322-329 - Fabian Junkert, Markus Eberts, Adrian Ulges, Ulrich Schwanecke:
Cross-modal Image-Graphics Retrieval by Neural Transfer Learning. 330-337 - Samet Hicsonmez, Nermin Samet, Fadime Sener, Pinar Duygulu:
DRAW: Deep Networks for Recognizing Styles of Artists Who Illustrate Children's Books. 338-346 - Ines Chami, Youssef Tamaazousti, Hervé Le Borgne:
AMECON: Abstract Meta-Concept Features for Text-Illustration. 347-355
Oral Session 4: Cross-media Retrieval (Spotlight presentations)
- Elaheh Momeni, Reza Rawassizadeh, Eytan Adar:
Leveraging Semantic Facets for Adaptive Ranking of Social Comments. 356-364 - Zhanxiong Wang, Keke He, Yanwei Fu, Rui Feng, Yu-Gang Jiang, Xiangyang Xue:
Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction. 365-374 - Kuikui Wang, Lu Yang, Gongping Yang, Xin Luo, Kun Su, Yilong Yin:
Finger Vein Image Retrieval via Coding Scale-varied Superpixel Feature. 375-382 - Haoyue Shi, Jia Chen, Alexander G. Hauptmann:
Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video. 383-391
Posters
- Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum:
Panorama to Panorama Matching for Location Recognition. 392-396 - Damianos Galanopoulos, Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras:
Concept Language Models and Event-based Concept Number Selection for Zero-example Event Detection. 397-401 - Shilun Lin, Pengfei Xiong, Hailong Liu:
Tiny Transform Net for Mobile Image Stylization. 402-406 - Foteini Markatopoulou, Damianos Galanopoulos, Vasileios Mezaris, Ioannis Patras:
Query and Keyframe Representations for Ad-hoc Video Search. 407-411 - Wei-Ta Chu, Wei-Wei Li:
Manga FaceNet: Face Detection in Manga based on Deep Neural Network. 412-415 - Vedran Vukotic, Christian Raymond, Guillaume Gravier:
Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking. 416-419 - Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines. 420-423 - Junkang Zhang, Siyu Xia, Ming Shao, Yun Fu:
Family Photo Recognition via Multiple Instance Learning. 424-428 - Shan Sun, Feng Wang, Qi Liang, Liang He:
TaiChi: A Fine-Grained Action Recognition Dataset. 429-433 - Keiji Yanai, Ryosuke Tanno:
Conditional Fast Style Transfer Network. 434-437 - Anuvabh Dutt, Denis Pellerin, Georges Quénot:
Improving Image Classification using Coarse and Fine Labels. 438-442 - Mridula Verma, Kaushal Kumar Shukla:
Fast Multi-Modal Unified Sparse Representation Learning. 443-447 - Wei-Ta Chu, Samuel Situmeang:
Badminton Video Analysis based on Spatiotemporal and Stroke Features. 448-451
Demonstrations
- Andrea Ceroni, Vassilios Solachidis, Claudia Niederée, Olga Papadopoulou, Vasileios Mezaris:
Expo: An Expectation-oriented System for Selecting Important Photos from Personal Collections. 452-456 - Luca Rossetto, Ivan Giangreco, Claudiu Tanase, Heiko Schuldt:
Multimodal Video Retrieval with the 2017 IMOTION System. 457-460 - Kashif Ahmad, Michael Riegler, Ans Riaz, Nicola Conci, Duc-Tien Dang-Nguyen, Pål Halvorsen:
The JORD System: Linking Sky and Social Multimedia Data to Natural Disasters. 461-465 - Mathias Lux, Michael Riegler, Pål Halvorsen, Glenn Macstravic:
LireSolr: A Visual Information Retrieval Server. 466-469 - Chrysa Collyda, Evlampios E. Apostolidis, Alexandros Pournaras, Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras:
VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos. 470-474 - Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Visually Browsing Millions of Images Using Image Graphs. 475-479
Oral Session: Doctoral Symposium
- Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
A Generic Framework for Social Event Analysis. 480-483 - Stefan Petscharnig:
Semi-Automatic Retrieval of Relevant Segments from Laparoscopic Surgery Videos. 484-488 - Yash Garg, Silvestro Roberto Poccia:
On the Effectiveness of Distance Measures for Similarity Search in Multi-Variate Sensory Data: Effectiveness of Distance Measures for Similarity Search. 489-493 - Karim Aderghal, Jenny Benois-Pineau, Karim Afdel:
Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+? Approach and Fusion on ADNI. 494-498
Industry Keynotes
- Xiaozheng Huang:
With 5G Approaching, How will Audio/Video Technology that Serves 800 Million QQ Users Bring Forth New Ideas. 499 - Matei Stroila:
Information Retrieval from Multi-Sensor Data for Enriching Location Services at HERE Technologies. 500 - Changhu Wang:
Intelligently Connecting People with Information. 501
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