The conference brochure is available for download here.

 

08:30 - 08:45Conference Room
(Auditorium, 1F)
Opening Ceremony
Jeffrey J.P. Tsai, Asia University, Taiwan
08:45 - 09:45Conference Room
(Auditorium, 1F)
Keynote Speech I
Session Chair: Phillip C.-Y. Sheu, University of California at Irvine, USA

Developing AlphaGo of Healthcare
Edward Y. Chang, HTC Health Care, Taiwan
09:45 - 09:50Short Break
09:50 - 10:50Conference Room
(Auditorium, 1F)
Keynote Speech II
Session Chair: Jianquan Liu, NEC Corporation, Japan

Sorting in Space
Hanan Samet, University of Maryland at College Park, USA
10:50 - 11:10Coffee Break
11:10 - 12:20Conference Room
(Auditorium, 1F)
Panel I, Multimedia Big Data and Applications
Session Chair: Phillip C.-Y. Sheu, University of California at Irvine, USA

Panelists:
Hanan Samet, University of Maryland at College Park, USA
Zonyin Shae, Institute for Information Industry (III), Taiwan
Jack Yu, Bocom Smart Network Technologies, China
Tong Zhang, Intel Corporation, USA

12:30 - 13:30Lunch Time
13:30 - 15:00Conference Room
(Auditorium, 1F)
BigMM: Visualization
Session Chair: Han C.W. Hsiao, Asia University, Taiwan

An Interactive Visual Analysis Tool for Cellular Behavior Studies Using Large Collections of Microscopy Videos

Chuan Wang, Jia-Kai Chou, Kwan-Liu Ma, Arpad Karsai, Ying X. Liu, Evgeny Ogorodnik, Victoria Tran, Gang-Yu Liu


The Visualization of Large Graphs Accelerated by the Parallel Nearest Neighbors Algorithm

Vojtěch Uher, Petr Gajdoš, Václav Snášel


Visual Reasoning Indexing and Retrieval Using In-Memory Computing

Hongfei Cao, Yu Li, Carla M. Allen, Michael A. Phinney, Chi-Ren Shyu


TopicPie: An Interactive Visualization for LDA-Based Topic Analysis

Yi Yang, Jian Wang, Weixing Huang, Guigang Zhang


Room 202BigMM: Recommendation
Session Chair: Baoning Niu, Taiyuan University of Technology, China

Schedule a Rich Sentimental Travel via Sentimental POI Mining and Recommendation

Peiliang Lou, Guoshuai Zhao, Xueming Qian, Huan Wang, Xinsong Hou


Influence Value: Quantifying Topic Influence on Social Media

Fernando H. Calderon, Yi-Shin Chen


A Kind of Precision Recommendation Method for Massive Public Digital Cultural Resources: A Preliminary Report

Xiaoshuang Zhai, Feng Jin, Jian Wang, Yi Yang, Qi Yao, Qiongwen Qiu, Guigang Zhang


An Images-Textual Hybrid Recommender System for Vacation Rental

Pai Chet Ng, James She, Ming Cheung, Alexander Cebulla


Collaborative Filtering with Implicit Feedbacks by Discounting Positive Feedbacks

Kento Kawai, Hiroyuki Kitagawa


Room 203BigMM: Video Stream
Session Chair: Shijin Li, Hohai University, China

Exploiting Trace Data for Adaptive Mobile Video Streaming with Performance Guarantees

Victor K. C. Wu, Yan Liu, Jack Y. B. Lee


Smart Query Execution for Event-Driven Stream Processing

Salman Ahmed Shaikh, Yousuke Watanabe, Yan Wang, Hiroyuki Kitagawa


Dynamic Urban Surveillance Video Stream Processing Using Fog Computing

Ning Chen, Yu Chen, Yang You, Haibin Ling, Pengpeng Liang, Roger Zimmermann


An Object-Aware Anomaly Detection and Localization in Surveillance Videos

Xianghao Zang, Ge Li, Zhihao Li, Nannan Li, Wenmin Wang


Room 204BigMM: Classification
Session Chair: Wai-Man Pang, Caritas Institute of Higher Education, Hong Kong

Real-Time Sign Language Recognition in Complex Background Scene Based on a Hierarchical Clustering Classification Method

Tse-Yu Pan, Li-Yun Lo, Chung-Wei Yeh, Jhe-Wei Li, Hou-Tim Liu, Min-Chun Hu


An Effective and Robust Multi-View Vehicle Classification Method Based on Local and Structural Features

Z. Q. Xiang, X. L. Huang, Y. X. Zou


Classification and Temporal Localization for Human-Human Interactions

Ngoc Nguyen, Atsuo Yoshitaka


Transfer Learning Using Latent Domain for Document Stream Classification

Masato Shirai, Jianquan Liu, Takao Miura


15:00 - 15:20Coffee Break
15:20 - 17:00Conference Room
(Auditorium, 1F)
BigMM: Image Processing
Session Chair: Atsuo Yoshitaka, Japan Advanced Institute of Science and Technology, Japan

Sightseeing Value Estimation by Analyzing Geosocial Images

Yizhu Shen, Min Ge, Chenyi Zhuang, Qiang Ma


A Specular Reflection Suppression Method for Endoscopic Images

Jian-Jhih Guo, Day-Fann Shen, Guo-Shiang Lin, Jen-Chun Huang, Kai-Che Liu, Wen-Nung Lie


Un-Supervised, Semi-Supervised and Supervised Image Retrieval Based on Conceptual Features

Ja-Hwung Su, Tzung-Pei Hong, Yu-Tang Chang, Hsu-Yuan Tung


A Novel Approach to Remote Sensing Image Retrieval with Multi-Feature VP-Tree Indexing and Online Feature Selection

Shijin Li, Hui Yu, Lixin Yuan


Image2Weather: A Large-Scale Image Dataset for Weather Property Estimation

Wei-Ta Chu, Xiang-You Zheng, Ding-Shiuan Ding


Click-through-Based Word Embedding for Large Scale Image Retrieval

Yun Chen, Victor O. K. Li


Room 202BigMM: Cloud Computing
Session Chair: Salman Ahmed Shaikh, University of Tsukuba, Japan

CURT MapReduce: Caching and Utilizing Results of Tasks for MapReduce on Cloud Computing

Tzu-Chi Huang, Kuo-Chih Chu, Xue-Yan Zeng, Jhe-Ru Chen, Ce-Kuen Shieh


Optimized Multiple Platforms for Big Data Analysis

Bao Rong Chang, Hsiu-Fen Tsai, Yo-Ai Wang


Extending Standard MapReduce Algorithms

Hadi Hashem, Daniel Ranc


Analyzing the Impact of OWOM on Box Office Revenue in the World of Big Data

Bo Li, Lihua Liu, Rui Huang, Jinluan Ren


MapReduce Vocabulary Tree: An Approach for Large Scale Image Indexing and Search in the Cloud

Herman M. Gomes, João M. De Carvalho, Luciana R. Veloso, Adalberto G. Teixeira Jr., Tarciso B. De O. Filho, Abner M. C. De Araújo, Tong Zhang, Lisandro Trarbach, Fabio Machado


A 3D Content Cloud: Sharing, Trading and Customizing 3D Print-Ready Objects

Kong-Chor Ng, Wai-Man Pang


Room 203BigMM: Recognition & Detection
Session Chair: Wenbo He, McGill University, Canada

Two-Stage Tensor Locality-Preserving Projection Face Recognition

Ying Liu, Dimitris A. Pados, Chia-Hung Yeh


A Framework of Enlarging Face Datasets Used for Makeup Face Analysis

Min-Chun Hu, Hsin-Ting Wu, Li-Yun Lo, Tse-Yu Pan, Wen-Huang Cheng, Kai-Lung Hua, Tao Mei


Video Copy Detection Based On Temporal Contextual Hashing

Rong Bo Wang, Hao Chen, Jin Liang Yao, Yu Tian Guo


New Face Detection Method Based on Multi-Scale Histograms

Chih-Yang Lin, Jing Tong Fu, Sheng Hung Wang, Chung-Lin Huang


MPEG-2 Video Copy Detection Method Based on Sparse Representation of Spatial and Temporal Features

Dongyue Ren, Li Zhuo, Haixia Long, Panling Qu, Jing Zhang


Vision-Based Fall Detection through Shape Features

Chih-Yang Lin, Shang-Ming Wang, Jia-Wei Hong, Li-Wei Kang, Chung-Lin Huang


Room 204BigMM: Learning
Session Chair: Mustafa Sert, Başkent Üniversitesi, Turkey

Singing Voice Separation and Pitch Extraction from Monaural Polyphonic Audio Music via DNN and Adaptive Pitch Tracking

Zhe-Cheng Fan, Jyh-Shing Roger Jang, Chung-Li Lu


CNUSVM: Hybrid CNN-Uneven SVM Model for Imbalanced Visual Learning

Mengyue Geng, Yaowei Wang, Yonghong Tian, Tiejun Huang


Adaptive Weighted Matching of Deep Convolutional Features for Painting Retrieval

Qiusi Wang, Feng Gao, Yitong Wang, Ling-Yu Duan


A Deep Learning-Based Customer Forecasting Tool

Kuo-Yi Lin, Jeffrey J. P. Tsai


Convolutional Neural Networks Based Pornographic Image Classification

Kailong Zhou, Li Zhuo, Zhen Geng, Jing Zhang, Xiao Guang Li


Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification

Hilal Ergun, Mustafa Sert


18:00 - 20:30Room A+B (Basement)Reception

08:35 - 09:35Conference Room
(Auditorium, 1F)
Keynote Speech III
Session Chair: Mark Liao, Academia Sinica, Taiwan

On Application-Aware Information Extraction for Big Data in Social Networks
Ming-Syan Chen, National Taiwan University, Taiwan
09:35 - 09:40Short Break
09:40 - 10:40Conference Room
(Auditorium, 1F)
Keynote Speech IV
Session Chair: Han C.W. Hsiao, Asia University, Taiwan

Face Recognition Research: Beyond the Limit of Accuracy
Hitoshi Imaoka, NEC Corporation, Japan
10:40 - 11:00Coffee Break
11:00 - 12:20Conference Room
(Auditorium, 1F)
Panel II, Emerging Trends in Multimedia Big Data
Session Chair: Phillip C.-Y. Sheu, University of California at Irvine, USA

Panelists:
Kiyoharu Aizawa, University of Tokyo, Japan
Tiejun Huang, Peking University, China
Mark Liao, Academia Sinica, Taiwan
Roger Zimmerman, National University of Singapore, Singapore
12:30 - 13:30Lunch Time
13:30 - 14:50Conference Room
(Auditorium, 1F)
BigMM: Acceleration
Session Chair: Makoto Okabe, The University of Electro-Communications, Japan

A Fast and Lossless IDCT Design for AVS2 Codec

Kaili Yao, Ronggang Wang, Zhenyu Wang, Wenmin Wang, Wen Gao


CUDA Acceleration for AVS2 Loop Filtering

Songyi Li, Ronggang Wang, Kaili Yao


CUDA-Accelerated Rendering of Fireworks in Nearly Ultra High Definition Videos

Hsuan-Ting Chang, Hsiao-Wei Peng, Cheng-Hsiu Tsai


Accelerating HEVC Motion Estimation Using GPU

Hao-Che Kao, I-Ching Wang, Che-Rung Lee, Chi-Wen Lo, Hao-Ping Kang


Room 202BigMM: Coding & Tracking
Session Chair: Masakazu Iwamura, Osaka Prefecture University, Japan

High-Efficiency Coding for Shaking Surveillance Videos Based on Global Motion Compensation

Lin Ding, Yonghong Tian, Hongfei Fan, Yaowei Wang, Tiejun Huang


Texture Compression with Hierarchical Palette

Jia-Hao Yang, Chih-Hung Kuo, Yu-Kuan Lin


Adaptive Feature Tracking with Kalman Filter for Ego-Motion Estimation

Ting-Hsiang Huang, Chen-Chi Chuang, Yu-Hsiang Chang, Chia-Yen Chen


A Data-Driven Approach to Chord Similarity and Chord Mutability

Dimitrios Bountouridis, Hedrik Vincent Koops, Frans Wiering, Remco C. Veltkamp


Room 203BigMM: Video Analysis
Session Chair: Ibrahim Kamel, University of Sharjah, UAE

Audience Ratings Prediction of TV Dramas Based on the Cast and Their Popularity

Yusuke Fukushima, Toshihiko Yamasaki, Kiyoharu Aizawa


An Empirical Study of the Textual Content of Online Videos

Yixin Chen, Wenbo He


Incorporating Geo-Tagged Mobile Videos into Context-Aware Augmented Reality Applications

Hien To, Hyerim Park, Seon Ho Kim, Cyrus Shahabi


City-Identification of Flickr Videos Using Semantic Acoustic Features

Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian Lane


Room 204BigMM2016 Challenge
Session Chair: Meng-Chieh Yu, HTC, Taiwan

Second Place
Recurrent Neural Network-Based Transportation Mode Detection
Toan Hong Vu
Advisor(s): Jia-Ching Wang, National Central University, Taiwan

Third Place
Transportation Mode Classification Based on Decision Tree
Hao-Syuan Wang, Yu-Xaing Fei, Jheng-Yao Lin, Hao-Hsiang Liao, You-Chang Chung, Chun-Lin Chu, Yu-Che Cheng, Wen-Chen Lu, Huang-Chao Chan
Advisor(s): Shih-Hau Fang, Yu Tsao, Duan-Yu Chen, Yuan Ze University, Taiwan
14:50 - 15:20Coffee Break
15:20 - 17:00Conference Room
(Auditorium, 1F)
Steering Committee Meeting
Session Chair: Phillip C.-Y. Sheu, University of California at Irvine, USA
Room 202BigMM: Retrieval
Session Chair: Wen-Huang Cheng, Academia Sinica, Taiwan

A Sampling and Counting Method for Big Audio Retrieval

Shanshan Yao, Baoning Niu, Jianquan Liu


Aggregating Sparse Binarized Local Features by Summing for Efficient 3D Model Retrieval

Takahiko Furuya, Ryutarou Ohbuchi


Exploiting Semantic Connectivity in Redefined Data Representation for Image Retrieval

Yi-Hui Chen, Eric Jui-Lin Lu, Sheng-Jia Lin


Fast and Memory Saving Instance Search with Approximate Reverse Nearest Neighbor Search Using Reverse Lookup

Tomokazu Sato, Masakazu Iwamura, Kitahiro Kaneda, Koichi Kise


Selectively Aggregated Fisher Vectors of Query Video for Mobile Visual Search

Xiaohe Zhang, Yitong Wang, Zhaoliang Liu, Ling-Yu Duan


Room 203BigMM: IoT & Security
Session Chair: Wenbo He, McGill University, Canada

Towards Using Tiny Multi-Sensors Unit for Child Care Reminders

Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi


National Representatively Healthcare Database and the Application

Yi Chung, Yu-Ching Chen, Jeffrey J. P. Tsai


An Efficient Learning Based Smartphone Playback Attack Detection Using GMM Supervector

Chun Wang, Yuexian Zou, Shihan Liu, Wei Shi, Weiqiao Zheng


Secure Semantic Computing

Hiroshi Yamaguchi, Ryo Fujita, Shigeo Tsujii


A New Scheme for Protecting the Privacy and Integrity of Spatial Data on the Cloud

Mohammed N. Ba-Hutair, Ibrahim Kamel


Room 204BigMM: Analysis
Session Chair: Seon Ho Kim, University of Southern California, USA

Metadata-Based Activity Analysis in 3D Tele-Immersion

Shannon Chen, Aahdar Jain, Zhenhuan Gao, Klara Nahrstedt, Ahsan Arefin, Raoul Rivas


A Spatial-pyramid Scene Categorization Algorithm based on Locality-aware Sparse Coding

Dang Duy Thang, Shintami C. Hidayati, Yung-Yao Chen, Wen-Huang Cheng, Shih-Wei Sun, Kai-Lung Hua


Automatic Human Target Detection and Remote Respiratory Rate Monitoring

Kuan-Yi Lin, Duan-Yu Chen, Chen Yang, Kuo-Jui Chen, Wen-Jiin Tsai


Service Annotation and Profiling by Review Analysis

Masafumi Yamamoto, Toshihiko Yamasaki, Kiyoharu Aizawa


Fast Detection of Microaneurysms in Color Fundus Images

Sean H. F. Chen, Han C. W. Hsiao


18:00 - 20:30Room A+B
(Basement)
Banquet + Keynote Speech V + Awards
Session Chair: Jeffrey J.P. Tsai, Asia University, Taiwan

Big Data and Smart Industry
Grace Lin, Institute for Information Industry (III), Taiwan

08:40 - 09:40Conference Room
(Auditorium, 1F)
Keynote Speech VI
Session Chair: Chi-Ren Shyu, University of Missouri at Columbia, USA

Disaster Resilience through Big Open Data and Smart Things
Jane W.S. Liu, Academia Sinica, Taiwan
09:40 - 09:50Short Break
09:50 - 10:50Conference Room
(Auditorium, 1F)
Keynote Speech VII
Session Chair: Chi-Ren Shyu, University of Missouri at Columbia, USA

Human-Powered Multimedia Collection and Labelling, Challenges and Opportunities
Lei Chen, Hong Kong University of Science and Technology, China
10:50 - 11:20Coffee Break
11:20 - 12:20Conference Room
(Auditorium, 1F)
Keynote Speech VIII
Session Chair: Jeffrey J.P. Tsai, Asia University, Taiwan

On Mining Big Data and Social Network Analysis
Philip S. Yu, University of Illinois at Chicago, USA
12:30 - 13:30Lunch Time
13:30 - 15:10Conference Room
(Auditorium, 1F)
Workshop ABDT: Platform & Architecture
Session Chair: Jianquan Liu, NEC Corporation, Japan

Public Cultural Big Data Analysis Platform

Guigang Zhang, Yi Yang, Xiaoshuang Zhai, Weixing Huang, Jian Wang


A Big Data Analysis and Application Platform for Civil Aircraft Health Management

Jin Chen, Zhi Lyu, Yuyuan Liu, Jiayang Huang, Guigang Zhang, Jian Wang, Xi Chen


Research and Application on Big Data Oriented to Reputation on Collaborative Innovation

Chunmei Huang, Yingfei Zeng, Chao Li, Wei Guo, Wei Jiang


Research on Big Data Real-Time Public Opinion Monitoring under the Double Cloud Architecture

Guowei Shi, Hongwei Wang


Room 202Workshop ABDT: Mining, Discovery & Prediction
Session Chair: Guigang Zhang, Chinese Academy of Sciences, China

Contextual-LDA: A Context Coherent Latent Topic Model for Mining Large Corpora

Ding Peng, Dai Guilan, Zhang Yong


Scalable Functional Dependencies Discovery from Big Data

Shouzhong Tu, Minlie Huang


Video Copy Detection in Distributed Environment

U.S.N. Raju, B. Chaitanya, K. Pavan Kumar, P. Nishanth Krishna, Prashant Mishra


Empirical Investigation of Code and Process Metrics for Defect Prediction

Wenjing Han, Chung-Horng Lung, Samuel A. Ajila


Big Data Application in Education: Dropout Prediction in Edx MOOCs

Jiajun Liang, Jian Yang, Yongji Wu, Chao Li, Li Zheng


Room 204Workshop ACM: Attractiveness Computing
Session Chair: Toshihiko Yamasaki, University of Tokyo, Japan

A Study on Estimating the Attractiveness of Food Photography

Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase


Real-World Observation Extraction from Microblog Based on Word Associative Relations

Masato Yoshitake, Naoko Nitta, Noboru Babaguchi


A System to Help Amateurs Take Pictures of Delicious Looking Food

Takao Kakimori, Makoto Okabe, Keiji Yanai, Rikio Onai


Towards Online Impression Prediction of Oral Presentations Using Soft Coding

T. Yamasaki, Y. Fukushima, R. Furuta, K. Aizawa


Room 205Workshop SML: Signal Processing
Session Chair: Shih-Hau Fang, Yuan Ze University, Taiwan

A Study of Singular Value Decomposition for Wireless LAN Location Fingerprinting

Wen-Chen Lu, Yu-Che Cheng, Shih-Hau Fang


Multiple-Language Translation System Focusing on Long-Distance Medical and Outpatient Services

Harhenbek Muhaxov, Zhong lou, Susha Tayila, Dawa Yedemucao


Segmental Contribution to Predicting Speech Intelligibility in Noisy Conditions

Lei Wang, Fei Chen, Ying-Hui Lai


Temporal Modulation Spectral Restoration for Robust Speech Recognition

Syu-Siang Wang, Yu Tsao


Post-filtering Technique Using Band Importance Function for Speech Intelligibility Enhancement

Ying-Hui Lai, Shih-Tsang Tang, Pei-Chun Li


15:10 - 15:40Coffee Break
16:00 - 18:30Short Tour in Taipei