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International Conference on Multimedia Retrieval (2017)


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Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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Searching for A Thing
Arnold W. M. Smeulders | Ran Tao

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Making a Cultural Visit with a Smart Mate
Alberto Del Bimbo

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Video Indexing, Search, Detection, and Description with Focus on TRECVID
George Awad | Duy-Dinh Le | Chong-Wah Ngo | Vinh-Tiep Nguyen | Georges Quénot | Cees Snoek | Shin'ichi Satoh

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Generating Video Descriptions with Topic Guidance
Shizhe Chen | Jia Chen | Qin Jin

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Estimating the Information Gap between Textual and Visual Representations
Christian Andreas Henning | Ralph Ewerth

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MSRC: Multimodal Spatial Regression with Semantic Context for Phrase Grounding
Kan Chen | Rama Kovvuri | Jiyang Gao | Ram Nevatia

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Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data
Junwei Liang | Lu Jiang | Deyu Meng | Alexander G. Hauptmann

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Transductive Visual-Semantic Embedding for Zero-shot Learning
Xing Xu | Fumin Shen | Yang Yang | Jie Shao | Zi Huang

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3D Facial Video Retrieval and Management for Decision Support in Speech and Language Therapy
Ricardo Carrapiço | Isabel Guimarães | Margarida Grilo | Sofia Cavaco | João Magalhães

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Music-Guided Video Summarization using Quadratic Assignments
Thomas Mensink | Thomas Jongstra | Pascal Mettes | Cees G. M. Snoek

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Insiders and Outsiders: Comparing Urban Impressions between Population Groups
Darshan Santani | Salvador Ruiz-Correa | Daniel Gatica-Perez

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Deep Sentiment Features of Context and Faces for Affective Video Analysis
Claudio Baecchi | Tiberio Uricchio | Marco Bertini | Alberto Del Bimbo

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Frame-Transformer Emotion Classification Network
Jiarui Gao | Yanwei Fu | Yu-Gang Jiang | Xiangyang Xue

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The Geo-Privacy Bonus of Popular Photo Enhancements
Jaeyoung Choi | Martha A. Larson | Xinchao Li | Kevin Li | Gerald Friedland | Alan Hanjalic

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Light Curve Analysis From Kepler Spacecraft Collected Data
Eduardo Nigri | Ognjen Arandjelovic

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Health Multimedia: Lifestyle Recommendations Based on Diverse Observations
Nitish Nag | Vaibhav Pandey | Ramesh C. Jain

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An Unsupervised Distance Learning Framework for Multimedia Retrieval
Lucas Pascotti Valem | Daniel Carlos Guimarães Pedronette

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ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections
Konstantin Pogorelov | Michael Riegler | Pål Halvorsen | Carsten Griwodz

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Scalable Hadoop-Based Pooled Time Series of Big Video Data from the Deep Web
Chris A. Mattmann | Madhav Sharan

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PACE: Prediction-based Annotation for Crowded Environments
Federico Bartoli | Giuseppe Lisanti | Lorenzo Seidenari | Alberto Del Bimbo

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TEX-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition
Rao Muhammad Anwer | Fahad Shahbaz Khan | Joost van de Weijer | Jorma Laaksonen

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DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right
Jie Lin | Olivier Morère | Antoine Veillard | Ling-Yu Duan | Hanlin Goh | Vijay Chandrasekhar

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Balanced Search Space Partitioning for Distributed Media Redundant Indexing
André Mourão | João Magalhães

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Deep Supervised Hashing for Multi-Label and Large-Scale Image Retrieval
Dayan Wu | Zheng Lin | Bo Li | Mingzhen Ye | Weiping Wang

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Accelerated Nearest Neighbor Search with Quick ADC
Fabien André | Anne-Marie Kermarrec | Nicolas Le Scouarnec

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Improving Small Object Proposals for Company Logo Detection
Christian Eggert | Dan Zecha | Stephan Brehm | Rainer Lienhart

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Discrete Multi-view Hashing for Effective Image Retrieval
Rui Yang | Yuliang Shi | Xin-Shun Xu

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Quadruplet Networks for Sketch-Based Image Retrieval
Omar Seddati | Stéphane Dupont | Saïd Mahmoudi

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On the Automatic Identification of Music for Common Activities
Karthik Yadati | Cynthia C. S. Liem | Martha A. Larson | Alan Hanjalic

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Improving Context-Aware Music Recommender Systems: Beyond the Pre-filtering Approach
Martin Pichl | Eva Zangerle | Günther Specht

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Groups Re-identification with Temporal Context
Michal Koperski | Slawomir Bak | Peter Carr

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Simple, Efficient and Effective Encodings of Local Deep Features for Video Action Recognition
Ionut C. Duta | Bogdan Ionescu | Kiyoharu Aizawa | Nicu Sebe

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Musical Instrument Recognition in User-generated Videos using a Multimodal Convolutional Neural Network Architecture
Olga Slizovskaia | Emilia Gómez | Gloria Haro

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A Spatio-Temporal Category Representation for Brand Popularity Prediction
Gijs Overgoor | Masoud Mazloom | Marcel Worring | Robert Rietveld | Willemijn van Dolen

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Bridging the Aesthetic Gap: The Wild Beauty of Web Imagery
Miriam Redi | Frank Z. Liu | Neil O'Hare

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Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content
Mohammad Soleymani | Michael Riegler | Pål Halvorsen

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Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval
Olivier Morère | Jie Lin | Antoine Veillard | Ling-Yu Duan | Vijay Chandrasekhar | Tomaso A. Poggio

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Embedding Watermarks into Deep Neural Networks
Yusuke Uchida | Yuki Nagai | Shigeyuki Sakazawa | Shin'ichi Satoh

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Learning to Detect Misleading Content on Twitter
Christina Boididou | Symeon Papadopoulos | Lazaros Apostolidis | Yiannis Kompatsiaris

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On the Selection of Anchors and Targets for Video Hyperlinking
Zhi-Qi Cheng | Hao Zhang | Xiao Wu | Chong-Wah Ngo

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Visual Descriptors in Methods for Video Hyperlinking
Petra Galuscáková | Michal Batko | Jan Cech | Jiri Matas | David Novák | Pavel Pecina

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Linking Multimedia Content for Efficient News Browsing
Rémi Bois | Guillaume Gravier | Éric Jamet | Emmanuel Morin | Maxime Robert | Pascale Sébillot

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Multi-view Manifold Learning for Media Interestingness Prediction
Yang Liu | Zhonglei Gu | Yiu-ming Cheung | Kien A. Hua

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Utilising High-Level Features in Summarisation of Academic Presentations
Keith Curtis | Gareth J. F. Jones | Nick Campbell

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How to Make an Image More Memorable?: A Deep Style Transfer Approach
Aliaksandr Siarohin | Gloria Zen | Cveta Majtanovic | Xavier Alameda-Pineda | Elisa Ricci | Nicu Sebe

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Cross-modal Image-Graphics Retrieval by Neural Transfer Learning
Fabian Junkert | Markus Eberts | Adrian Ulges | Ulrich Schwanecke

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DRAW: Deep Networks for Recognizing Styles of Artists Who Illustrate Children's Books
Samet Hicsonmez | Nermin Samet | Fadime Sener | Pinar Duygulu

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AMECON: Abstract Meta-Concept Features for Text-Illustration
Ines Chami | Youssef Tamaazousti | Hervé Le Borgne

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Leveraging Semantic Facets for Adaptive Ranking of Social Comments
Elaheh Momeni | Reza Rawassizadeh | Eytan Adar

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Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction
Zhanxiong Wang | Keke He | Yanwei Fu | Rui Feng | Yu-Gang Jiang | Xiangyang Xue

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Finger Vein Image Retrieval via Coding Scale-varied Superpixel Feature
Kuikui Wang | Lu Yang | Gongping Yang | Xin Luo | Kun Su | Yilong Yin

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Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video
Haoyue Shi | Jia Chen | Alexander G. Hauptmann

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Panorama to Panorama Matching for Location Recognition
Ahmet Iscen | Giorgos Tolias | Yannis Avrithis | Teddy Furon | Ondrej Chum

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Concept Language Models and Event-based Concept Number Selection for Zero-example Event Detection
Damianos Galanopoulos | Foteini Markatopoulou | Vasileios Mezaris | Ioannis Patras

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Tiny Transform Net for Mobile Image Stylization
Shilun Lin | Pengfei Xiong | Hailong Liu

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Query and Keyframe Representations for Ad-hoc Video Search
Foteini Markatopoulou | Damianos Galanopoulos | Vasileios Mezaris | Ioannis Patras

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Manga FaceNet: Face Detection in Manga based on Deep Neural Network
Wei-Ta Chu | Wei-Wei Li

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Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking
Vedran Vukotic | Christian Raymond | Guillaume Gravier

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Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines
Giuseppe Amato | Fabio Carrara | Fabrizio Falchi | Claudio Gennaro

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Family Photo Recognition via Multiple Instance Learning
Junkang Zhang | Siyu Xia | Ming Shao | Yun Fu

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TaiChi: A Fine-Grained Action Recognition Dataset
Shan Sun | Feng Wang | Qi Liang | Liang He

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Conditional Fast Style Transfer Network
Keiji Yanai | Ryosuke Tanno

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Improving Image Classification using Coarse and Fine Labels
Anuvabh Dutt | Denis Pellerin | Georges Quénot

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Fast Multi-Modal Unified Sparse Representation Learning
Mridula Verma | Kaushal Kumar Shukla

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Badminton Video Analysis based on Spatiotemporal and Stroke Features
Wei-Ta Chu | Samuel Situmeang

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Expo: An Expectation-oriented System for Selecting Important Photos from Personal Collections
Andrea Ceroni | Vassilios Solachidis | Claudia Niederée | Olga Papadopoulou | Vasileios Mezaris

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Multimodal Video Retrieval with the 2017 IMOTION System
Luca Rossetto | Ivan Giangreco | Claudiu Tanase | Heiko Schuldt

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The JORD System: Linking Sky and Social Multimedia Data to Natural Disasters
Kashif Ahmad | Michael Riegler | Ans Riaz | Nicola Conci | Duc-Tien Dang-Nguyen | Pål Halvorsen

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LireSolr: A Visual Information Retrieval Server
Mathias Lux | Michael Riegler | Pål Halvorsen | Glenn Macstravic

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VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos
Chrysa Collyda | Evlampios E. Apostolidis | Alexandros Pournaras | Foteini Markatopoulou | Vasileios Mezaris | Ioannis Patras

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Visually Browsing Millions of Images Using Image Graphs
Kai Uwe Barthel | Nico Hezel | Klaus Jung

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A Generic Framework for Social Event Analysis
Shengsheng Qian | Tianzhu Zhang | Changsheng Xu

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Semi-Automatic Retrieval of Relevant Segments from Laparoscopic Surgery Videos
Stefan Petscharnig

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On the Effectiveness of Distance Measures for Similarity Search in Multi-Variate Sensory Data: Effectiveness of Distance Measures for Similarity Search
Yash Garg | Silvestro Roberto Poccia

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Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+? Approach and Fusion on ADNI
Karim Aderghal | Jenny Benois-Pineau | Karim Afdel

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With 5G Approaching, How will Audio/Video Technology that Serves 800 Million QQ Users Bring Forth New Ideas
Xiaozheng Huang

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Information Retrieval from Multi-Sensor Data for Enriching Location Services at HERE Technologies
Matei Stroila

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Intelligently Connecting People with Information
Changhu Wang


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Proceedings of the 2nd International Workshop on Multimedia Forensics and Security, MFSec@ICMR 2017, Bucharest, Romania, June 6, 2017

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Proceedings of the 2nd International Workshop on Multimedia Forensics and Security, MFSec@ICMR 2017, Bucharest, Romania, June 6, 2017

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Image Clustering by Source Camera via Sparse Representation
Quoc-Tin Phan | Giulia Boato | Francesco G. B. De Natale

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Web Video Verification using Contextual Cues
Olga Papadopoulou | Markos Zampoglou | Symeon Papadopoulos | Yiannis Kompatsiaris

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Threat Models and Games for Adversarial Multimedia Forensics
Mauro Barni | Benedetta Tondi

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An Approach for Automatic and Large Scale Image Forensics
Thamme Gowda | Kyle Hundman | Chris A. Mattmann

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Detection of Terrorism-related Twitter Communities using Centrality Scores
Ilias Gialampoukidis | George Kalpakis | Theodora Tsikrika | Symeon Papadopoulos | Stefanos Vrochidis | Ioannis Kompatsiaris


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Proceedings of the 2017 Workshop on Wearable MultiMedia, WearMMe@ICMR 2017, Bucharest, Romania, June 6, 2017

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Proceedings of the 2017 Workshop on Wearable MultiMedia, WearMMe@ICMR 2017, Bucharest, Romania, June 6, 2017

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On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos
Antonino Furnari | Sebastiano Battiato | Giovanni Maria Farinella

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Wearable for Wearable: A Social Signal Processing Perspective for Clothing Analysis using Wearable Devices
Marco Godi | Maedeh Aghaei | Mariella Dimiccoli | Marco Cristani

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Semi-Automatic Annotation with Predicted Visual Saliency Maps for Object Recognition in Wearable Video
Jenny Benois-Pineau | Mireya S. García-Vázquez | L. A. Oropesa Moralez | Alejandro Alvaro Ramírez-Acosta