Publications - Machine Learning SG

R-POPTVR: A Novel Reinforcement-Based POPTVR Fuzzy Neural Network for Pattern Classification (2009)

Wing-Cheong Wong Siu-Yeung Cho Chai Quek

fuzzy clustering cluster analysis constrained clustering correlation clustering reinforcement learning +6 more

IEEE Transactions on Neural Networks 21 citations Published 2009-11-01
Natural and Seamless Image Composition With Color Control (2009)

Wenxian Yang Jianmin Zheng Jianfei Cai S. Rahardja Chang Wen Chen

image texture poisson image editing image segmentation image processing color difference +6 more

IEEE Transactions on Image Processing 18 citations Published 2009-11-01
Lossy compression of encrypted image by compressive sensing technique (2009)

A Anil Kumar Anamitra Makur

data compression ratio image compression lossless compression data compression lossy compression +6 more

TENCON 2009 - 2009 IEEE Region 10 Conference 94 citations Published 2009-11-01
GL4D: A GPU-based Architecture for Interactive 4D Visualization (2009)

A. Chu Chi-Wing Fu A. Hanson Pheng-Ann Heng

shader 3d rendering rendering graphics pipeline depth peeling +7 more

IEEE Transactions on Visualization and Computer Graphics 22 citations Published 2009-11-01
Case-Based Reasoning for Construction Hazard Identification: Case Representation and Retrieval (2009)

Yang Miang Goh Yang Miang Goh D. Chua D. Chua

knowledge representation and reasoning case based reasoning knowledge based systems semantic network knowledge base +6 more

Journal of Construction Engineering and Management-asce 78 citations Published 2009-11-01
Automatic summary assessment for intelligent tutoring systems (2009)

Yulan He Siu Cheung Hui Tho Thanh Quan

latent semantic analysis semantics language proficiency grading natural language processing +4 more

Computers in Education 94 citations Published 2009-11-01
A unified framework for document restoration using inpainting and shape-from-shading (2009)

Li Zhang A. M. Yip M. S. Brown Chew Lim Tan

inpainting image restoration image processing optical character recognition perspective distortion +6 more

Pattern Recognition 56 citations Published 2009-11-01
A Nonlinear $L _{1}$ -Norm Approach for Joint Image Registration and Super-Resolution (2009)

Kim-Hui Yap Yu He Yushuang Tian Lap-Pui Chau

image fusion image registration image resolution iterative reconstruction computer vision +5 more

IEEE Signal Processing Letters 23 citations Published 2009-11-01
A method for signalling block-adaptive quantization in baseline sequential JPEG (2009)

Ramakrishna Kakarala Ravikiran Bagadi

quantization quantization huffman coding jpeg 2000 jpeg +7 more

TENCON 2009 - 2009 IEEE Region 10 Conference 13 citations Published 2009-11-01
Web image mining towards universal age estimator (2009)

Bingbing Ni Zheng Song Shuicheng Yan

estimator machine learning computer science age estimation artificial intelligence +1 more

Proceedings of the 17th ACM international conference on Multimedia 127 citations Published 2009-10-23
Semantics-preserving bag-of-words models for efficient image annotation (2009)

Lei Wu Steven C.H. Hoi Nenghai Yu

u matrix codebook semantic gap semantic similarity visual word +7 more

Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining 26 citations Published 2009-10-23
Seam carving extension: a compression perspective (2009)

Nguyen Thi Nhat Anh Wenxian Yang Jianfei Cai

seam carving image compression image texture feature detection display resolution +6 more

Proceedings of the 17th ACM international conference on Multimedia 25 citations Published 2009-10-23
Scalable detection of partial near-duplicate videos by visual-temporal consistency (2009)

Hung-Khoon Tan Chong-Wah Ngo Richard Hong Tat-Seng Chua

flow network scalability heuristic pattern recognition data mining +6 more

Proceedings of the 17th ACM international conference on Multimedia 90 citations Published 2009-10-23
SaVE: sensor-assisted motion estimation for efficient h.264/AVC video encoding (2009)

Xiaoming Chen Zhendong Zhao Ahmad Rahmati Ye Wang Lin Zhong

quarter pixel motion rate distortion optimization motion compensation motion estimation block matching algorithm +7 more

Proceedings of the 17th ACM international conference on Multimedia 22 citations Published 2009-10-23
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning (2009)

Yi Yang Yueting Zhuang Dong Xu Yunhe Pan Dacheng Tao Steve Maybank

image retrieval gesture recognition metric gesture computer vision +3 more

Proceedings of the 17th ACM international conference on Multimedia 55 citations Published 2009-10-23
Pornprobe: an LDA-SVM based pornography detection system (2009)

Sheng Tang Jintao Li Yongdong Zhang Cheng Xie Ming Li Yizhi Liu Xiufeng Hua Yan-Tao Zheng Jinhui Tang Tat-Seng Chua

supervised learning latent dirichlet allocation support vector machine precision and recall machine learning +6 more

Proceedings of the 17th ACM international conference on Multimedia 22 citations Published 2009-10-23
Label to region by bi-layer sparsity priors (2009)

Xiaobai Liu Bin Cheng Shuicheng Yan Jinhui Tang Tat Seng Chua Hai Jin

automatic image annotation neural coding robustness pattern recognition minification +6 more

Proceedings of the 17th ACM international conference on Multimedia 98 citations Published 2009-10-23
Interactive 3D caricature generation based on double sampling (2009)

Jinjing Xie Yiqiang Chen Junfa Liu Chunyan Miao Xingyu Gao

entertainment industry sampling subspace topology kriging embedding +7 more

Proceedings of the 17th ACM international conference on Multimedia 12 citations Published 2009-10-23
Inferring semantic concepts from community-contributed images and noisy tags (2009)

Jinhui Tang Shuicheng Yan Richang Hong Guo-Jun Qi Tat-Seng Chua

semantic gap semi supervised learning dense graph discriminative model inference +7 more

Proceedings of the 17th ACM international conference on Multimedia 235 citations Published 2009-10-23
GRVS: a georeferenced video search engine (2009)

Sakire Arslan Ay Lingyan Zhang Seon Ho Kim Ma He Roger Zimmermann

video tracking search engine indexing software search engine implementation +7 more

Proceedings of the 17th ACM international conference on Multimedia 21 citations Published 2009-10-23

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R-POPTVR: A Novel Reinforcement-Based POPTVR Fuzzy Neural Network for Pattern Classification (2009)

Natural and Seamless Image Composition With Color Control (2009)

Lossy compression of encrypted image by compressive sensing technique (2009)

GL4D: A GPU-based Architecture for Interactive 4D Visualization (2009)

Case-Based Reasoning for Construction Hazard Identification: Case Representation and Retrieval (2009)

Automatic summary assessment for intelligent tutoring systems (2009)

A unified framework for document restoration using inpainting and shape-from-shading (2009)

A Nonlinear $L _{1}$ -Norm Approach for Joint Image Registration and Super-Resolution (2009)

A method for signalling block-adaptive quantization in baseline sequential JPEG (2009)

Web image mining towards universal age estimator (2009)

Semantics-preserving bag-of-words models for efficient image annotation (2009)

Seam carving extension: a compression perspective (2009)

Scalable detection of partial near-duplicate videos by visual-temporal consistency (2009)

SaVE: sensor-assisted motion estimation for efficient h.264/AVC video encoding (2009)

Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning (2009)

Pornprobe: an LDA-SVM based pornography detection system (2009)

Label to region by bi-layer sparsity priors (2009)

Interactive 3D caricature generation based on double sampling (2009)

Inferring semantic concepts from community-contributed images and noisy tags (2009)

GRVS: a georeferenced video search engine (2009)