ICMR '16- Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval


TUTORIAL SESSION: Tutorials

Situation Recognition from Multimodal Data

  • Vivek K. Singh
  • Siripen Pongpaichet
  • Ramesh Jain

On the "Face of Things"

  • Ranran Feng
  • Balakrishnan Prabhakaran

SESSION: Keynote

New Frontiers of Large Scale Multimedia Information Retrieval

  • Shih-Fu Chang

SESSION: Oral: Deep Learning and Applications

Matching User Photos to Online Products with Robust Deep Features

  • Xi Wang
  • Zhenfeng Sun
  • Wenqiang Zhang
  • Yu Zhou
  • Yu-Gang Jiang

Video Emotion Recognition with Transferred Deep Feature Encodings

  • Baohan Xu
  • Yanwei Fu
  • Yu-Gang Jiang
  • Boyang Li
  • Leonid Sigal

Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features

  • Lorenzo Baraldi
  • Costantino Grana
  • Rita Cucchiara

ACD: Action Concept Discovery from Image-Sentence Corpora

  • Jiyang Gao
  • Chen Sun
  • Ram Nevatia

SESSION: Oral: Image and Video Content Analysis

GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring

  • Wenjing Ma
  • Liangliang Cao
  • Lei Yu
  • Guoping Long
  • Yucheng Li

Mouse Activity as an Indicator of Interestingness in Video

  • Gloria Zen
  • Paloma de Juan
  • Yale Song
  • Alejandro Jaimes

Automatic Identification of Sports Video Highlights using Viewer Interest Features

  • Prithwi Raj Chakraborty
  • Dian Tjondronegoro
  • Ligang Zhang
  • Vinod Chandran

Diverse Concept-Level Features for Multi-Object Classification

  • Youssef Tamaazousti
  • Hervé Le Borgne
  • Céline Hudelot

SESSION: Oral: Brave New Ideas

Personalized Privacy-aware Image Classification

  • Eleftherios Spyromitros-Xioufis
  • Symeon Papadopoulos
  • Adrian Popescu
  • Yiannis Kompatsiaris

The Science and Detection of Tilting

  • Xingjie Wei
  • Jussi Palomaki
  • Jeff Yan
  • Peter Robinson

Using Photos as Micro-Reports of Events

  • Siripen Pongpaichet
  • Mengfan Tang
  • Laleh Jalali
  • Ramesh Jain

Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production

  • Peter Knees
  • Kristina Andersen

SESSION: Oral: Multimedia Datasets and Applications

The LFM-1b Dataset for Music Retrieval and Recommendation

  • Markus Schedl

Foreground Object Sensing for Saliency Detection

  • Hengliang Zhu
  • Bin Sheng
  • Xiao Lin
  • Yangyang Hao
  • Lizhuang Ma

Constrained Local Enhancement of Semantic Features by Content-Based Sparsity

  • Youssef Tamaazousti
  • Hervé Le Borgne
  • Adrian Popescu

Event Detection with Zero Example: Select the Right and Suppress the Wrong Concepts

  • Yi-Jie Lu
  • Hao Zhang
  • Maaike de Boer
  • Chong-Wah Ngo

SESSION: Oral: Best Paper Candidates

Homemade TS-Net for Automatic Face Recognition

  • Shilun Lin
  • Zhicheng Zhao
  • Fei Su

Pooling Objects for Recognizing Scenes without Examples

  • Svetlana Kordumova
  • Thomas Mensink
  • Cees G.M. Snoek

Multilingual Visual Sentiment Concept Matching

  • Nikolaos Pappas
  • Miriam Redi
  • Mercan Topkara
  • Brendan Jou
  • Hongyi Liu
  • Tao Chen
  • Shih-Fu Chang

Action Recognition by Learning Deep Multi-Granular Spatio-Temporal Video Representation

  • Qing Li
  • Zhaofan Qiu
  • Ting Yao
  • Tao Mei
  • Yong Rui
  • Jiebo Luo

SESSION: Special: Learning with Semantic Information for Large Scale Multimedia Understanding

A Short Survey of Recent Advances in Graph Matching

  • Junchi Yan
  • Xu-Cheng Yin
  • Weiyao Lin
  • Cheng Deng
  • Hongyuan Zha
  • Xiaokang Yang

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection

  • Pascal Mettes
  • Dennis C. Koelma
  • Cees G.M. Snoek

Learning for Traffic State Estimation on Large Scale of Incomplete Data

  • Yiyang Yao
  • Yingjie Xia
  • Zhenyu Shan
  • Zhengguang Liu

SESSION: Oral: Image and Video Search

Diverse Yet Efficient Retrieval using Locality Sensitive Hashing

  • Vidyadhar Rao
  • Prateek Jain
  • C.V. Jawahar

Correlation Autoencoder Hashing for Supervised Cross-Modal Search

  • Yue Cao
  • Mingsheng Long
  • Jianmin Wang
  • Han Zhu

Regional Subspace Projection Coding for Image Retrieval

  • Mingmin Zhen
  • Wenmin Wang
  • Ronggang Wang

Scaling Group Testing Similarity Search

  • Ahmet Iscen
  • Laurent Amsaleg
  • Teddy Furon

POSTER SESSION: Posters

Vinereactor: Crowdsourced Spontaneous Facial Expression Data

  • Edward Kim
  • Shruthika Vangala

Mirroring Facial Expressions: Evidence from Visual Analysis of Dyadic Interactions

  • Yuchi Huang
  • Saad Khan

Sequential Correspondence Hierarchical Dirichlet Processes for Video Data Analysis

  • Jianfei Xue
  • Koji Eguchi

A Computational Approach to Finding Facial Patterns of a Babyface

  • Zi-Yi Ke
  • Mei-Chen Yeh

Video Description Generation using Audio and Visual Cues

  • Qin Jin
  • Junwei Liang

Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries

  • Sreyasi Nag Chowdhury
  • Mateusz Malinowski
  • Andreas Bulling
  • Mario Fritz

Learning Music Embedding with Metadata for Context Aware Recommendation

  • Dongjing Wang
  • Shuiguang Deng
  • Xin Zhang
  • Guandong Xu

Region Trajectories for Video Semantic Concept Detection

  • Yuancheng Ye
  • Xuejian Rong
  • Xiaodong Yang
  • YIngli Tian

Audiovisual Summarization of Lectures and Meetings Using a Segment Similarity Graph

  • Chidansh Bhatt
  • Andrei Popescu-Belis
  • Matthew Cooper

Recurrent Support Vector Machines for Audio-Based Multimedia Event Detection

  • Yun Wang
  • Florian Metze

Adding Chinese Captions to Images

  • Xirong Li
  • Weiyu Lan
  • Jianfeng Dong
  • Hailong Liu

Emotion Recognition from EEG Signals Enhanced by User's Profile

  • Tanfang Chen
  • Shangfei Wang
  • Zhen Gao
  • Chongliang Wu

Multimodal Deep Convolutional Neural Network for Audio-Visual Emotion Recognition

  • Shiqing Zhang
  • Shiliang Zhang
  • Tiejun Huang
  • Wen Gao

Large-Scale E-Commerce Image Retrieval with Top-Weighted Convolutional Neural Networks

  • Shichao Zhao
  • Youjiang Xu
  • Yahong Han

Web Video Popularity Prediction using Sentiment and Content Visual Features

  • Giulia Fontanini
  • Marco Bertini
  • Alberto Del Bimbo

Accurate Aggregation of Local Features by using K-sparse Autoencoder for 3D Model Retrieval

  • Takahiko Furuya
  • Ryutarou Ohbuchi

Image Annotation using Multi-scale Hypergraph Heat Diffusion Framework

  • Venkatesh N. Murthy
  • Avinash Sharma
  • Visesh Chari
  • R. Manmatha

Discriminant Cross-modal Hashing

  • Xing Xu
  • Fumin Shen
  • Yang Yang
  • Heng Tao Shen

CNN-based Style Vector for Style Image Retrieval

  • Shin Matsuo
  • Keiji Yanai

MVC: A Dataset for View-Invariant Clothing Retrieval and Attribute Prediction

  • Kuan-Hsien Liu
  • Ting-Yen Chen
  • Chu-Song Chen

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 Sebs

Rank Diffusion for Context-Based Image Retrieval

  • Daniel Carlos Guimarães Pedronette
  • Ricardo da S. Torres

Bags of Local Convolutional Features for Scalable Instance Search

  • Eva Mohedano
  • Kevin McGuinness
  • Noel E. O'Connor
  • Amaia Salvador
  • Ferran Marques
  • Xavier Giro-i-Nieto

Interactive Multimodal Learning on 100 Million Images

  • Jan Zahálka
  • Stevan Rudinac
  • Björn Þór Jónsson
  • Dennis C. Koelma
  • Marcel Worring

Combining Holistic and Part-based Deep Representations for Computational Painting Categorization

  • Rao Muhammad Anwer
  • Fahad Shahbaz Khan
  • Joost van de Weijer
  • Jorma Laaksonen

Bidirectional Joint Representation Learning with Symmetrical Deep Neural Networks for Multimodal and Crossmodal Applications

  • Vedran Vukotić
  • Christian Raymond
  • Guillaume Gravier

SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes

  • Björn Þór Jónsson
  • Laurent Amsaleg
  • Herwig Lejsek

Item-Based Video Recommendation: An Hybrid Approach considering Human Factors

  • Andrea Ferracani
  • Daniele Pezzatini
  • Marco Bertini
  • Alberto Del Bimbo

Human's Scene Sketch Understanding

  • Yuxiang Ye
  • Yijuan Lu
  • Hao Jiang

Retrieval of Multimedia Objects by Fusing Multiple Modalities

  • Ilias Gialampoukidis
  • Anastasia Moumtzidou
  • Theodora Tsikrika
  • Stefanos Vrochidis
  • Ioannis Kompatsiaris

Incremental Learning for Fine-Grained Image Recognition

  • Liangliang Cao
  • Jenhao Hsiao
  • Paloma de Juan
  • Yuncheng Li
  • Bart Thomee

Spatially Localized Visual Dictionary Learning

  • Valentin Leveau
  • Alexis Joly
  • Olivier Buisson
  • Patrick Valduriez

Semantic Binary Codes

  • Sravanthi Bondugula
  • Larry S. Davis

On the Effects of Spam Filtering and Incremental Learning for Web-Supervised Visual Concept Classification

  • Matthias Springstein
  • Ralph Ewerth

Semi-supervised Identification of Rarely Appearing Persons in Video by Correcting Weak Labels

  • Eric Müller
  • Christian Otto
  • Ralph Ewerth

Introducing Concept And Syntax Transition Networks for Image Captioning

  • Philipp Blandfort
  • Tushar Karayil
  • Damian Borth
  • Andreas Dengel

DEMONSTRATION SESSION: Demos

SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment

  • Brendan Jou
  • Margaret Yuying Qian
  • Shih-Fu Chang

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

  • Marko Tkalčič
  • Markus Schedl
  • Cynthia C.S. Liem
  • Mark S. Melenhorst

The Social Picture

  • Sebastiano Battiato
  • Giovanni Maria Farinella
  • Filippo L.M. Milotta
  • Alessandro Ortis
  • Luca Addesso
  • Antonino Casella
  • Valeria D'Amico
  • Giovanni Torrisi

Watching What and How Politicians Discuss Various Topics: A Large-Scale Video Analytics UI

  • Emily Song
  • Joseph G. Ellis
  • Hongzhi Li
  • Shih-Fu Chang

Object-aware Deep Network for Commodity Image Retrieval

  • Zhiwei Fang
  • Jing Liu
  • Yuhang Wang
  • Yong Li
  • Song Hang
  • Jinhui Tang
  • Hanqing Lu

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

Serendipity-driven Celebrity Video Hyperlinking

  • Shujun Yang
  • Lei Pang
  • Chong-Wah Ngo
  • Benoit HUET

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

Multimodal Event Detection and Summarization in Large Scale Image Collections

  • Manos Schinas
  • Symeon Papadopoulos
  • Georgios Petkos
  • Yiannis Kompatsiaris
  • Pericles A. Mitkas

SESSION: Oral: Student Symposium

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

  • Rajiv Ratn Shah

Multimodal Visual Pattern Mining with Convolutional Neural Networks

  • Hongzhi Li

Facial Landmark Detection and Tracking for Facial Behavior Analysis

  • Yue Wu

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