Publications - Machine Learning SG

Task-Driven Feature Pooling for Image Classification (2015)

Guo-Sen Xie Xu-Yao Zhang Xiangbo Shu Shuicheng Yan Cheng-Lin Liu

pooling contextual image classification discriminative model standard test image heuristic +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 27 citations Published 2015-12-07
Subspace clustering with irrelevant features via robust Dantzig selector (2015)

Chao Qu Huan Xu

cluster analysis subspace topology upper and lower bounds pattern recognition mathematics +2 more

NIPS'15 Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 1 14 citations Published 2015-12-07
Simultaneous Local Binary Feature Learning and Encoding for Face Recognition (2015)

Jiwen Lu Venice Erin Liong Jie Zhou

local binary patterns three dimensional face recognition feature learning feature extraction facial recognition system +7 more

2015 IEEE International Conference on Computer Vision (ICCV) 30 citations Published 2015-12-07
SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks (2015)

Xun Huang Chengyao Shen Xavier Boix Qi Zhao

semantic gap salience eye tracking cognitive neuroscience of visual object recognition artificial neural network +7 more

2015 IEEE International Conference on Computer Vision (ICCV) 401 citations Published 2015-12-07
Polarized 3D: High-Quality Depth Sensing with Polarization Cues (2015)

Achuta Kadambi Vage Taamazyan Boxin Shi Ramesh Raskar

depth map distortion 3d reconstruction polarization azimuth +7 more

2015 IEEE International Conference on Computer Vision (ICCV) 130 citations Published 2015-12-07
Personalized Age Progression with Aging Dictionary (2015)

Xiangbo Shu Jinhui Tang Hanjiang Lai Luoqi Liu Shuicheng Yan

age progression machine learning data modeling artificial intelligence computer science +5 more

2015 IEEE International Conference on Computer Vision (ICCV) 74 citations Published 2015-12-07
Nighttime Haze Removal with Glow and Multiple Light Colors (2015)

Yu Li Robby T. Tan Michael S. Brown

haze daytime atmospheric model remote sensing scattering +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 121 citations Published 2015-12-07
MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition (2015)

Anran Wang Jianfei Cai Jiwen Lu Tat-Jen Cham

feature learning rgb color model cognitive neuroscience of visual object recognition modalities pattern recognition +7 more

2015 IEEE International Conference on Computer Vision (ICCV) 76 citations Published 2015-12-07
Low-Rank Tensor Constrained Multiview Subspace Clustering (2015)

Changqing Zhang Huazhu Fu Si Liu Guangcan Liu Xiaochun Cao

multilinear subspace learning cluster analysis subspace topology tensor augmented lagrangian method +7 more

2015 IEEE International Conference on Computer Vision (ICCV) 181 citations Published 2015-12-07
Learning to Boost Filamentary Structure Segmentation (2015)

Lin Gu Li Cheng

scale space segmentation segmentation based object categorization image segmentation segmentation tree structure +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 23 citations Published 2015-12-07
Learning Image and User Features for Recommendation in Social Networks (2015)

Xue Geng Hanwang Zhang Jingwen Bian Tat-Seng Chua

feature learning feature recommender system online algorithm machine learning +5 more

2015 IEEE International Conference on Computer Vision (ICCV) 112 citations Published 2015-12-07
Inverse reinforcement learning with locally consistent reward functions (2015)

Quoc Phong Nguyen Kian Hsiang Low Patrick Jaillet

reward based selection expectation maximization algorithm graphical model probabilistic logic trajectory +5 more

NIPS'15 Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 1 20 citations Published 2015-12-07
Fill and Transfer: A Simple Physics-Based Approach for Containability Reasoning (2015)

Lap-Fai Yu Noah Duncan Sai-Kit Yeung

affordance visual perception human computer interaction computer graphics images artificial intelligence +4 more

2015 IEEE International Conference on Computer Vision (ICCV) 14 citations Published 2015-12-07
Facial Landmark Detection via Progressive Initialization (2015)

Shengtao Xiao Shuicheng Yan Ashraf A. Kassim

initialization landmark feature extraction robustness computer vision +7 more

2015 IEEE International Conference on Computer Vision Workshop (ICCVW) 51 citations Published 2015-12-07
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning (2015)

Yuhui Quan Yan Huang Hui Ji

k svd scalability neural coding orthogonality pattern recognition +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 52 citations Published 2015-12-07
Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network (2015)

Junshi Huang Rogerio Feris Qiang Chen Shuicheng Yan

visual word image retrieval learning to rank feature learning ranking +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 301 citations Published 2015-12-07
Beyond White: Ground Truth Colors for Color Constancy Correction (2015)

Dongliang Cheng Brian Price Scott Cohen Michael S. Brown

color balance color space color histogram rgb color model color quantization +6 more

2015 IEEE International Conference on Computer Vision (ICCV) 17 citations Published 2015-12-07
Automatic heart rate detection from FBG sensors using sensor fusion and enhanced empirical mode decomposition (2015)

Ibrahim Sadek Jit Biswas Victor Foo Siang Fook Mounir Mokhtari

sensor fusion sensor array time domain fiber bragg grating standard deviation +7 more

2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) 11 citations Published 2015-12-07
A kilohertz kilotaxel tactile sensor array for investigating spatiotemporal features in neuromorphic touch (2015)

Wang Wei Lee Sunil L. Kukreja Nitish V. Thakor

tactile sensor neuromorphic engineering signal processing response time computer vision +6 more

2015 IEEE Biomedical Circuits and Systems Conference (BioCAS) 19 citations Published 2015-12-07
TRACE: Linguistic-Based Approach for Automatic Lecture Video Segmentation Leveraging Wikipedia Texts (2015)

Rajiv Ratn Shah Yi Yu Anwar Dilawar Shaikh Roger Zimmermann

segmentation natural language processing computer science linguistics artificial intelligence +2 more

2015 IEEE International Symposium on Multimedia (ISM) 18 citations Published 2015-12-01

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Task-Driven Feature Pooling for Image Classification (2015)

Subspace clustering with irrelevant features via robust Dantzig selector (2015)

Simultaneous Local Binary Feature Learning and Encoding for Face Recognition (2015)

SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks (2015)

Polarized 3D: High-Quality Depth Sensing with Polarization Cues (2015)

Personalized Age Progression with Aging Dictionary (2015)

Nighttime Haze Removal with Glow and Multiple Light Colors (2015)

MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition (2015)

Low-Rank Tensor Constrained Multiview Subspace Clustering (2015)

Learning to Boost Filamentary Structure Segmentation (2015)

Learning Image and User Features for Recommendation in Social Networks (2015)

Inverse reinforcement learning with locally consistent reward functions (2015)

Fill and Transfer: A Simple Physics-Based Approach for Containability Reasoning (2015)

Facial Landmark Detection via Progressive Initialization (2015)

Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning (2015)

Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network (2015)

Beyond White: Ground Truth Colors for Color Constancy Correction (2015)

Automatic heart rate detection from FBG sensors using sensor fusion and enhanced empirical mode decomposition (2015)

A kilohertz kilotaxel tactile sensor array for investigating spatiotemporal features in neuromorphic touch (2015)

TRACE: Linguistic-Based Approach for Automatic Lecture Video Segmentation Leveraging Wikipedia Texts (2015)