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2nd BigMM 2016: Taipei, Taiwan
- IEEE Second International Conference on Multimedia Big Data, BigMM 2016, Taipei, Taiwan, April 20-22, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-2179-6
BigMM: Visualization
- Chuan Wang, Jia-Kai Chou, Kwan-Liu Ma, Árpád Karsai, Ying X. Liu, Evgeny Ogorodnik, Victoria Tran, Gang-Yu Liu:
An Interactive Visual Analysis Tool for Cellular Behavior Studies Using Large Collections of Microscopy Videos. 1-8 - Vojtech Uher
, Petr Gajdos, Václav Snásel:
The Visualization of Large Graphs Accelerated by the Parallel Nearest Neighbors Algorithm. 9-16 - Hongfei Cao, Yu Li, Carla M. Allen
Visual Reasoning Indexing and Retrieval Using In-memory Computing. 17-24 - Yi Yang, Jian Wang, Weixing Huang, Guigang Zhang:
TopicPie: An Interactive Visualization for LDA-Based Topic Analysis. 25-32
BigMM: Recommendation
- Peiliang Lou, Guoshuai Zhao
Schedule a Rich Sentimental Travel via Sentimental POI Mining and Recommendation. 33-40 - Kento Kawai, Hiroyuki Kitagawa
Collaborative Filtering with Implicit Feedbacks by Discounting Positive Feedbacks. 41-48 - Fernando H. Calderon, Yi-Shin Chen:
Influence Value: Quantifying Topic Influence on Social Media. 49-55 - Xiaoshuang Zhai, Feng Jin, Jian Wang, Yi Yang, Qi Yao, Qiongwen Qiu, Guigang Zhang:
A Kind of Precision Recommendation Method for Massive Public Digital Cultural Resources: A Preliminary Report. 56-59 - Pai Chet Ng, James She, Ming Cheung
An Images-Textual Hybrid Recommender System for Vacation Rental. 60-63
BigMM: Classification
- Tse-Yu Pan, Li-Yun Lo, Chung-Wei Yeh, Jhe-Wei Li, Hou-Tim Liu, Min-Chun Hu:
Real-Time Sign Language Recognition in Complex Background Scene Based on a Hierarchical Clustering Classification Method. 64-67 - Zhi-Qiang Xiang
An Effective and Robust Multi-view Vehicle Classification Method Based on Local and Structural Features. 68-73 - Ngoc Nguyen, Atsuo Yoshitaka:
Classification and Temporal Localization for Human-Human Interactions. 74-81 - Masato Shirai, Jianquan Liu, Takao Miura:
Transfer Learning using Latent Domain for Document Stream Classification. 82-88
BigMM: Video Stream
- Victor K. C. Wu, Yan Liu, Jack Y. B. Lee:
Exploiting Trace Data for Adaptive Mobile Video Streaming with Performance Guarantees. 89-96 - Salman Ahmed Shaikh
Smart Query Execution for Event-Driven Stream Processing. 97-104 - Ning Chen, Yu Chen, Yang You, Haibin Ling, Pengpeng Liang, Roger Zimmermann
Dynamic Urban Surveillance Video Stream Processing Using Fog Computing. 105-112 - Xianghao Zang, Ge Li, Zhihao Li, Nannan Li, Wenmin Wang:
An Object-Aware Anomaly Detection and Localization in Surveillance Videos. 113-116
BigMM: Image Processing
- Yizhu Shen, Min Ge, Chenyi Zhuang
Sightseeing Value Estimation by Analyzing Geosocial Images. 117-124 - Jian-Jhih Guo, Day-Fann Shen, Guo-Shiang Lin, Jen-Chun Huang, Kai-Che Liu, Wen-Nung Lie:
A Specular Reflection Suppression Method for Endoscopic Images. 125-128 - Ja-Hwung Su, Tzung-Pei Hong
Un-Supervised, Semi-Supervised and Supervised Image Retrieval Based on Conceptual Features. 129-132 - Shijin Li, Hui Yu, Lixin Yuan:
A Novel Approach to Remote Sensing Image Retrieval with Multi-feature VP-Tree Indexing and Online Feature Selection. 133-136 - Wei-Ta Chu
Image2Weather: A Large-Scale Image Dataset for Weather Property Estimation. 137-144 - Yun Chen, Victor O. K. Li:
Click-through-Based Word Embedding for Large Scale Image Retrieval. 145-148
BigMM: Cloud Computing
- Tzu-Chi Huang, Kuo-Chih Chu, Xue-Yan Zeng, Jhe-Ru Chen, Ce-Kuen Shieh:
CURT MapReduce: Caching and Utilizing Results of Tasks for MapReduce on Cloud Computing. 149-154 - Bao Rong Chang, Hsiu Fen Tsai, Yo-Ai Wang:
Optimized Multiple Platforms for Big Data Analysis. 155-158 - Hadi Hashem, Daniel Ranc:
Extending Standard MapReduce Algorithms. 159-165 - Bo Li, Lihua Liu, Rui Huang, Jinluan Ren:
Analyzing the Impact of OWOM on Box Office Revenue in the World of Big Data. 166-169 - Herman Martins Gomes, João Marques de Carvalho, Luciana Ribeiro Veloso, Adalberto G. Teixeira, Tarciso B. de O. Filho, Abner M. C. de Araujo, Tong Zhang, Lisandro Trarbach, Fabio Machado:
MapReduce Vocabulary Tree: An Approach for Large Scale Image Indexing and Search in the Cloud. 170-173 - Kong-Chor Ng, Wai-Man Pang:
A 3D Content Cloud: Sharing, Trading and Customizing 3D Print-Ready Objects. 174-177
BigMM: Learning
- Zhe-Cheng Fan, Jyh-Shing Roger Jang, Chung-Li Lu:
Singing Voice Separation and Pitch Extraction from Monaural Polyphonic Audio Music via DNN and Adaptive Pitch Tracking. 178-185 - Mengyue Geng, Yaowei Wang, Yonghong Tian, Tiejun Huang:
CNUSVM: Hybrid CNN-Uneven SVM Model for Imbalanced Visual Learning. 186-193 - Qiusi Wang, Feng Gao, Yitong Wang, Ling-Yu Duan:
Adaptive Weighted Matching of Deep Convolutional Features for Painting Retrieval. 194-197 - Kuo-Yi Lin, Jeffrey J. P. Tsai:
A Deep Learning-Based Customer Forecasting Tool. 198-205 - Kailong Zhou, Li Zhuo, Zhen Geng, Jing Zhang
Convolutional Neural Networks Based Pornographic Image Classification. 206-209 - Hilal Ergun, Mustafa Sert
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. 210-213
BigMM: Recognition & Detection
- Ying Liu, Dimitris A. Pados, Chia-Hung Yeh:
Two-Stage Tensor Locality-Preserving Projection Face Recognition. 214-218 - Min-Chun Hu, Hsin-Ting Wu, Li-Yun Lo, Tse-Yu Pan, Wen-Huang Cheng, Kai-Lung Hua
A Framework of Enlarging Face Datasets Used for Makeup Face Analysis. 219-222 - Rong-bo Wang, Hao Chen, Jin Liang Yao, Yu Tian Guo:
Video Copy Detection Based On Temporal Contextual Hashing. 223-228 - Chih-Yang Lin
New Face Detection Method Based on Multi-scale Histograms. 229-232 - Dongyue Ren, Li Zhuo, Hai-Xia Long, Panling Qu, Jing Zhang
MPEG-2 Video Copy Detection Method Based on Sparse Representation of Spatial and Temporal Features. 233-236 - Chih-Yang Lin
Vision-Based Fall Detection through Shape Features. 237-240
BigMM: Acceleration
- Kaili Yao, Ronggang Wang, Zhenyu Wang, Wenmin Wang, Wen Gao:
A Fast and Lossless IDCT Design for AVS2 Codec. 241-245 - Songyi Li, Ronggang Wang, Kaili Yao:
CUDA Acceleration for AVS2 Loop Filtering. 246-250 - Hsuan-Ting Chang, Hsiao-Wei Peng, Cheng-Hsiu Tsai:
CUDA-Accelerated Rendering of Fireworks in Nearly Ultra High Definition Videos. 251-254 - Hao-Che Kao, I-Ching Wang, Che-Rung Lee, Chi-Wen Lo, Hao-Ping Kang:
Accelerating HEVC Motion Estimation Using GPU. 255-258
BigMM: Coding & Tracking
- Lin Ding, Yonghong Tian, Hongfei Fan, Yaowei Wang, Tiejun Huang:
High-Efficiency Coding for Shaking Surveillance Videos Based on Global Motion Compensation. 259-265 - Jia-Hao Yang, Chih-Hung Kuo, Yu-Kuan Lin:
Texture Compression with Hierarchical Palette. 266-269 - Ting-Hsiang Huang, Chen-Chi Chuang, Yu-Hsiang Chang, Chia-Yen Chen:
Adaptive Feature Tracking with Kalman Filter for Ego-Motion Estimation. 270-274 - Dimitrios Bountouridis, Hendrik Vincent Koops, Frans Wiering, Remco C. Veltkamp:
A data-driven approach to chord similarity and chord mutability. 275-278
BigMM: Video Analysis
- Yusuke Fukushima, Toshihiko Yamasaki, Kiyoharu Aizawa:
Audience Ratings Prediction of TV Dramas Based on the Cast and Their Popularity. 279-286 - Yixin Chen, Wenbo He
An Empirical Study of the Textual Content of Online Videos. 287-294 - Hien To, Hyerim Park, Seon Ho Kim, Cyrus Shahabi:
Incorporating Geo-Tagged Mobile Videos into Context-Aware Augmented Reality Applications. 295-302 - Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian R. Lane:
City-Identification of Flickr Videos Using Semantic Acoustic Features. 303-306
BigMM: Retrieval
- Shanshan Yao, Baoning Niu, Jianquan Liu:
A Sampling and Counting Method for Big Audio Retrieval. 307-313 - Takahiko Furuya, Ryutarou Ohbuchi:
Aggregating Sparse Binarized Local Features by Summing for Efficient 3D Model Retrieval. 314-321 - Yi-Hui Chen, Eric Jui-Lin Lu, Sheng-Jia Lin:
Exploiting Semantic Connectivity in Redefined Data Representation for Image Retrieval. 322-325 - Tomokazu Sato, Masakazu Iwamura
Fast and Memory Saving Instance Search with Approximate Reverse Nearest Neighbor Search Using Reverse Lookup. 326-333 - Xiaohe Zhang, Yitong Wang, Zhaoliang Liu, Ling-Yu Duan:
Selectively Aggregated Fisher Vectors of Query Video for Mobile Visual Search. 334-341
BigMM: Analysis
- Dang Duy Thang
A Spatial-Pyramid Scene Categorization Algorithm based on Locality-aware Sparse Coding. 342-345 - Chien-Nan (Shannon) Chen, Aadhar Jain, Zhenhuan Gao, Klara Nahrstedt, Ahsan Arefin, Raoul Rivas:
Metadata-Based Activity Analysis in 3D Tele-Immersion. 346-353 - Kuan-Yi Lin, Duan-Yu Chen, Chen Yang, Kuo-Jui Chen, Wen-Jiin Tsai:
Automatic Human Target Detection and Remote Respiratory Rate Monitoring. 354-356 - Masafumi Yamamoto, Toshihiko Yamasaki, Kiyoharu Aizawa:
Service Annotation and Profiling by Review Analysis. 357-364 - Sean H. F. Chen, Han C. W. Hsiao:
Fast Detection of Microaneurysms in Color Fundus Images. 365-371
BigMM: IoT & Security
- Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi
Towards Using Tiny Multi-sensors Unit for Child Care Reminders. 372-376 - Yi Chung
National Representatively Healthcare Database and the Application. 377-384 - Chun Wang, Yuexian Zou, Shihan Liu, Wei Shi, Weiqiao Zheng:
An Efficient Learning Based Smartphone Playback Attack Detection Using GMM Supervector. 385-389 - Hiroshi Yamaguchi, Ryo Fujita, Shigeo Tsujii:
Secure Semantic Computing. 390-393 - Mohammed N. Ba-Hutair
A New Scheme for Protecting the Privacy and Integrity of Spatial Data on the Cloud. 394-397
Workshop ABDT: Platform & Architecture
- Guigang Zhang, Yi Yang, Xiaoshuang Zhai, Weixing Huang, Jian Wang:
Public Cultural Big Data Analysis Platform. 398-403 - Jin Chen, Zhi Lyu, Yuyuan Liu, Jiayang Huang, Guigang Zhang, Jian Wang, Xi Chen:
A Big Data Analysis and Application Platform for Civil Aircraft Health Management. 404-409 - Chunmei Huang, Yingfei Zeng, Chao Li, Wei Guo, Wei Jiang:
Research and Application on Big Data Oriented to Reputation on Collaborative Innovation. 410-415 - Guowei Shi, Hongwei Wang:
Research on Big Data Real-Time Public Opinion Monitoring under the Double Cloud Architecture. 416-419
Workshop ABDT: Mining, Discovery & Prediction
- Peng Ding, Guilan Dai, Yong Zhang:
Contextual-LDA: A Context Coherent Latent Topic Model for Mining Large Corpora. 420-425 - Shouzhong Tu, Minlie Huang:
Scalable Functional Dependencies Discovery from Big Data. 426-431 - U. S. N. Raju
Video Copy Detection in Distributed Environment. 432-435 - Wenjing Han, Chung-Horng Lung, Samuel A. Ajila
Empirical Investigation of Code and Process Metrics for Defect Prediction. 436-439 - Jiajun Liang, Jian Yang, Yongji Wu, Chao Li, Li Zheng:
Big Data Application in Education: Dropout Prediction in Edx MOOCs. 440-443
Workshop ACM: Attractiveness Computing
- Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi
A Study on Estimating the Attractiveness of Food Photography. 444-449 - Masato Yoshitake, Naoko Nitta, Noboru Babaguchi:
Real-World Observation Extraction from Microblog Based on Word Associative Relations. 450-455 - Takao Kakimori, Makoto Okabe, Keiji Yanai
A System to Help Amateurs Take Pictures of Delicious Looking Food. 456-461 - Toshihiko Yamasaki, Yusuke Fukushima, Ryosuke Furuta, Kiyoharu Aizawa:
Towards Online Impression Prediction of Oral Presentations Using Soft Coding. 462-465 - Wen-Chen Lu, Yu-Che Cheng, Shih-Hau Fang:
A Study of Singular Value Decomposition for Wireless LAN Location Fingerprinting. 466-470 - Harhenbek Muhaxov, Zhong Lou, Susha Tayila, Dawa Yedemucao:
Multiple-Language Translation System Focusing on Long-Distance Medical and Outpatient Services. 471-475 - Lei Wang, Fei Chen
Segmental Contribution to Predicting Speech Intelligibility in Noisy Conditions. 476-480 - Syu-Siang Wang, Yu Tsao
Temporal Modulation Spectral Restoration for Robust Speech Recognition. 481-486 - Ying-Hui Lai, Shih-Tsang Tang, Pei-Chun Li:
Post-filtering Technique Using Band Importance Function for Speech Intelligibility Enhancement. 487-491
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