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Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, MARMI@ICMR 2016, New York, New York, USA, June 6, 2016

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Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, MARMI@ICMR 2016, New York, New York, USA, June 6, 2016

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Event-based MultiMedia Search and Retrieval for Question Answering
Benoit Huet

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Action Recognition Using Convolutional Restricted Boltzmann Machines
Petar Palasek | Ioannis Patras

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A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain
Federico Sukno | Mónica Domínguez | Adria Ruiz | Dominik Schiller | Florian Lingenfelser | Louisa Pragst | Eleni Kamateri | Stefanos Vrochidis

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Towards an Ontology-Driven Adaptive Dialogue Framework
Georgios Meditskos | Stamatia Dasiopoulou | Louisa Pragst | Stefan Ultes | Stefanos Vrochidis | Ioannis Kompatsiaris | Leo Wanner

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Towards a Multimedia Knowledge-Based Agent with Social Competence and Human Interaction Capabilities
Leo Wanner | Josep Blat | Stamatia Dasiopoulou | Mónica Domínguez | Gerard Llorach | Simon Mille | Federico Sukno | Eleni Kamateri | Stefanos Vrochidis | Ioannis Kompatsiaris | Elisabeth André | Florian Lingenfelser | Gregor Mehlmann | Andries Stam | Ludo Stellingwerff | Bianca Vieru | Lori Lamel | Wolfgang Minker | Louisa Pragst | Stefan Ultes

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Effective Speaker Retrieval and Recognition through Vector Quantization and Unsupervised Distance Learning
Victor de Abreu Campos | Daniel Carlos Guimarães Pedronette

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A Probabilistic Ranking Model for Audio Stream Retrieval
YoungHoon Jung | Jaehwan Koo | Karl Stratos | Luca P. Carloni

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Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

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Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

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Situation Recognition from Multimodal Data
Vivek K. Singh | Siripen Pongpaichet | Ramesh C. Jain

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On the "Face of Things"
Ranran Feng | Balakrishnan Prabhakaran

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New Frontiers of Large Scale Multimedia Information Retrieval
Shih-Fu Chang

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Matching User Photos to Online Products with Robust Deep Features
Xi Wang | Zhenfeng Sun | Wenqiang Zhang | Yu Zhou | Yu-Gang Jiang

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Video Emotion Recognition with Transferred Deep Feature Encodings
Baohan Xu | Yanwei Fu | Yu-Gang Jiang | Boyang Li | Leonid Sigal

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Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features
Lorenzo Baraldi | Costantino Grana | Rita Cucchiara

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ACD: Action Concept Discovery from Image-Sentence Corpora
Jiyang Gao | Chen Sun | Ram Nevatia

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GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring
Wenjing Ma | Liangliang Cao | Lei Yu | Guoping Long | Yucheng Li

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Mouse Activity as an Indicator of Interestingness in Video
Gloria Zen | Paloma de Juan | Yale Song | Alejandro Jaimes

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Automatic Identification of Sports Video Highlights using Viewer Interest Features
Prithwi Raj Chakraborty | Dian Tjondronegoro | Ligang Zhang | Vinod Chandran

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Diverse Concept-Level Features for Multi-Object Classification
Youssef Tamaazousti | Hervé Le Borgne | Céline Hudelot

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Personalized Privacy-aware Image Classification
Eleftherios Spyromitros Xioufis | Symeon Papadopoulos | Adrian Popescu | Yiannis Kompatsiaris

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The Science and Detection of Tilting
Xingjie Wei | Jussi Palomäki | Jeff Yan | Peter Robinson

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Using Photos as Micro-Reports of Events
Siripen Pongpaichet | Mengfan Tang | Laleh Jalali | Ramesh C. Jain

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Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production
Peter Knees | Kristina Andersen

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The LFM-1b Dataset for Music Retrieval and Recommendation
Markus Schedl

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Foreground Object Sensing for Saliency Detection
Hengliang Zhu | Bin Sheng | Xiao Lin | Yangyang Hao | Lizhuang Ma

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Constrained Local Enhancement of Semantic Features by Content-Based Sparsity
Youssef Tamaazousti | Hervé Le Borgne | Adrian Popescu

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Event Detection with Zero Example: Select the Right and Suppress the Wrong Concepts
Yi-Jie Lu | Hao Zhang | Maaike de Boer | Chong-Wah Ngo

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Homemade TS-Net for Automatic Face Recognition
Shilun Lin | Zhicheng Zhao | Fei Su

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Pooling Objects for Recognizing Scenes without Examples
Svetlana Kordumova | Thomas Mensink | Cees G. M. Snoek

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Multilingual Visual Sentiment Concept Matching
Nikolaos Pappas | Miriam Redi | Mercan Topkara | Brendan Jou | Hongyi Liu | Tao Chen | Shih-Fu Chang

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Action Recognition by Learning Deep Multi-Granular Spatio-Temporal Video Representation
Qing Li | Zhaofan Qiu | Ting Yao | Tao Mei | Yong Rui | Jiebo Luo

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A Short Survey of Recent Advances in Graph Matching
Junchi Yan | Xu-Cheng Yin | Weiyao Lin | Cheng Deng | Hongyuan Zha | Xiaokang Yang

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The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection
Pascal Mettes | Dennis C. Koelma | Cees G. M. Snoek

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Learning for Traffic State Estimation on Large Scale of Incomplete Data
Yiyang Yao | Yingjie Xia | Zhenyu Shan | Zhengguang Liu

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Diverse Yet Efficient Retrieval using Locality Sensitive Hashing
Vidyadhar Rao | Prateek Jain | C. V. Jawahar

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Correlation Autoencoder Hashing for Supervised Cross-Modal Search
Yue Cao | Mingsheng Long | Jianmin Wang | Han Zhu

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Regional Subspace Projection Coding for Image Retrieval
Mingmin Zhen | Wenmin Wang | Ronggang Wang

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Scaling Group Testing Similarity Search
Ahmet Iscen | Laurent Amsaleg | Teddy Furon

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Vinereactor: Crowdsourced Spontaneous Facial Expression Data
Edward Kim | Shruthika Vangala

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Mirroring Facial Expressions: Evidence from Visual Analysis of Dyadic Interactions
Yuchi Huang | Saad M. Khan

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Sequential Correspondence Hierarchical Dirichlet Processes for Video Data Analysis
Jianfei Xue | Koji Eguchi

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A Computational Approach to Finding Facial Patterns of a Babyface
Zi-Yi Ke | Mei-Chen Yeh

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Video Description Generation using Audio and Visual Cues
Qin Jin | Junwei Liang

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Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries
Sreyasi Nag Chowdhury | Mateusz Malinowski | Andreas Bulling | Mario Fritz

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Learning Music Embedding with Metadata for Context Aware Recommendation
Dongjing Wang | ShuiGuang Deng | Xin Zhang | Guandong Xu

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Region Trajectories for Video Semantic Concept Detection
Yuancheng Ye | Xuejian Rong | Xiaodong Yang | Yingli Tian

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Audiovisual Summarization of Lectures and Meetings Using a Segment Similarity Graph
Chidansh Amitkumar Bhatt | Andrei Popescu-Belis | Matthew Cooper

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Recurrent Support Vector Machines for Audio-Based Multimedia Event Detection
Yun Wang | Florian Metze

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Adding Chinese Captions to Images
Xirong Li | Weiyu Lan | Jianfeng Dong | Hailong Liu

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Emotion Recognition from EEG Signals Enhanced by User's Profile
Tanfang Chen | Shangfei Wang | Zhen Gao | Chongliang Wu

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Multimodal Deep Convolutional Neural Network for Audio-Visual Emotion Recognition
Shiqing Zhang | Shiliang Zhang | Tiejun Huang | Wen Gao

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Large-Scale E-Commerce Image Retrieval with Top-Weighted Convolutional Neural Networks
Shichao Zhao | Youjiang Xu | Yahong Han

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Web Video Popularity Prediction using Sentiment and Content Visual Features
Giulia Fontanini | Marco Bertini | Alberto Del Bimbo

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Accurate Aggregation of Local Features by using K-sparse Autoencoder for 3D Model Retrieval
Takahiko Furuya | Ryutarou Ohbuchi

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Image Annotation using Multi-scale Hypergraph Heat Diffusion Framework
Venkatesh N. Murthy | Avinash Sharma | Visesh Chari | R. Manmatha

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Discriminant Cross-modal Hashing
Xing Xu | Fumin Shen | Yang Yang | Heng Tao Shen

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CNN-based Style Vector for Style Image Retrieval
Shin Matsuo | Keiji Yanai

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MVC: A Dataset for View-Invariant Clothing Retrieval and Attribute Prediction
Kuan-Hsien Liu | Ting-Yen Chen | Chu-Song Chen

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A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing
Rishabh Gupta | Mojtaba Khomami Abadi | Jesús Alejandro Cárdenes Cabré | Fabio Morreale | Tiago H. Falk | Nicu Sebe

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Rank Diffusion for Context-Based Image Retrieval
Daniel Carlos Guimarães Pedronette | Ricardo da Silva Torres

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Bags of Local Convolutional Features for Scalable Instance Search
Eva Mohedano | Kevin McGuinness | Noel E. O'Connor | Amaia Salvador | Ferran Marqués | Xavier Giró-i-Nieto

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Interactive Multimodal Learning on 100 Million Images
Jan Zahálka | Stevan Rudinac | Björn Þór Jónsson | Dennis C. Koelma | Marcel Worring

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Combining Holistic and Part-based Deep Representations for Computational Painting Categorization
Rao Muhammad Anwer | Fahad Shahbaz Khan | Joost van de Weijer | Jorma Laaksonen

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Bidirectional Joint Representation Learning with Symmetrical Deep Neural Networks for Multimodal and Crossmodal Applications
Vedran Vukotic | Christian Raymond | Guillaume Gravier

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SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes
Björn Þór Jónsson | Laurent Amsaleg | Herwig Lejsek

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Item-Based Video Recommendation: An Hybrid Approach considering Human Factors
Andrea Ferracani | Daniele Pezzatini | Marco Bertini | Alberto Del Bimbo

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Human's Scene Sketch Understanding
Yuxiang Ye | Yijuan Lu | Hao Jiang

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Retrieval of Multimedia Objects by Fusing Multiple Modalities
Ilias Gialampoukidis | Anastasia Moumtzidou | Theodora Tsikrika | Stefanos Vrochidis | Ioannis Kompatsiaris

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Incremental Learning for Fine-Grained Image Recognition
Liangliang Cao | Jenhao Hsiao | Paloma de Juan | Yuncheng Li | Bart Thomee

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Spatially Localized Visual Dictionary Learning
Valentin Leveau | Alexis Joly | Olivier Buisson | Patrick Valduriez

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Semantic Binary Codes
Sravanthi Bondugula | Larry S. Davis

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On the Effects of Spam Filtering and Incremental Learning for Web-Supervised Visual Concept Classification
Matthias Springstein | Ralph Ewerth

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Semi-supervised Identification of Rarely Appearing Persons in Video by Correcting Weak Labels
Eric Müller | Christian Otto | Ralph Ewerth

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Introducing Concept And Syntax Transition Networks for Image Captioning
Philipp Blandfort | Tushar Karayil | Damian Borth | Andreas Dengel

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SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment
Brendan Jou | Margaret Yuying Qian | Shih-Fu Chang

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Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material
Marko Tkalcic | Markus Schedl | Cynthia C. S. Liem | Mark S. Melenhorst

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The Social Picture
Sebastiano Battiato | Giovanni Maria Farinella | Filippo Luigi Maria Milotta | Alessandro Ortis | Luca Addesso | Antonino Casella | Valeria D'Amico | Giovanni Torrisi

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Watching What and How Politicians Discuss Various Topics: A Large-Scale Video Analytics UI
Emily Song | Joseph G. Ellis | Hongzhi Li | Shih-Fu Chang

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Object-aware Deep Network for Commodity Image Retrieval
Zhiwei Fang | Jing Liu | Yuhang Wang | Yong Li | Hang Song | Jinhui Tang | Hanqing Lu

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An Automated End-To-End Pipeline for Fine-Grained Video Annotation using Deep Neural Networks
Baptist Vandersmissen | Lucas Sterckx | Thomas Demeester | Azarakhsh Jalalvand | Wesley De Neve | Rik Van de Walle

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Serendipity-driven Celebrity Video Hyperlinking
Shujun Yang | Lei Pang | Chong-Wah Ngo | Benoit Huet

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Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology
Hongyi Liu | Brendan Jou | Tao Chen | Mercan Topkara | Nikolaos Pappas | Miriam Redi | Shih-Fu Chang

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Multimodal Event Detection and Summarization in Large Scale Image Collections
Manos Schinas | Symeon Papadopoulos | Georgios Petkos | Yiannis Kompatsiaris | Pericles A. Mitkas

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Multimodal Analysis of User-Generated Content in Support of Social Media Applications
Rajiv Ratn Shah

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Multimodal Visual Pattern Mining with Convolutional Neural Networks
Hongzhi Li

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Facial Landmark Detection and Tracking for Facial Behavior Analysis
Yue Wu