Publications - Machine Learning SG

Cross-Modal Self-Taught Hashing for large-scale image retrieval (2016)

Liang Xie Lei Zhu Peng Pan Yansheng Lu

dynamic perfect hashing double hashing feature hashing hash table hash function +7 more

Signal Processing 23 citations Published 2016-07-01
Color image quality assessment based on sparse representation and reconstruction residual (2016)

Leida Li Wenhan Xia Yuming Fang Ke Gu Jinjian Wu Weisi Lin Jiansheng Qian

color image color histogram color balance color quantization color normalization +7 more

Journal of Visual Communication and Image Representation 15 citations Published 2016-07-01
Automated anterior segment OCT image analysis for Angle Closure Glaucoma mechanisms classification (2016)

Swamidoss Issac Niwas Weisi Lin Xiaolong Bai Chee Keong Kwoh C.-C. Jay Kuo Chelvin C. Sng Maria Cecilia Aquino Paul T.K. Chew

plateau iris segmentation naive bayes classifier feature selection optical coherence tomography +6 more

Computer Methods and Programs in Biomedicine 20 citations Published 2016-07-01
A sparse auto-encoder-based deep neural network approach for induction motor faults classification (2016)

Wenjun Sun Siyu Shao Rui Zhao Ruqiang Yan Ruqiang Yan Xingwu Zhang Xuefeng Chen

time delay neural network feature learning artificial neural network autoencoder overfitting +7 more

Measurement 392 citations Published 2016-07-01
DeepSense: A GPU-based Deep Convolutional Neural Network Framework on Commodity Mobile Devices (2016)

Loc Nguyen Huynh Rajesh Krishna Balan Youngki Lee

deep learning convolutional neural network mobile processor vectorization scalability +7 more

Proceedings of the 2016 Workshop on Wearable Systems and Applications 31 citations Published 2016-06-30
Semantic Richness Effects in Spoken Word Recognition: A Lexical Decision and Semantic Categorization Megastudy. (2016)

Winston D. Goh Melvin J. Yap Mabel C. Lau Melvin M. R. Ng Luuan-Chin Tan

semantic similarity logogen model semantic property semeval lexical decision task +6 more

Frontiers in Psychology 22 citations Published 2016-06-28
Blind Image Quality Assessment Based on High Order Statistics Aggregation (2016)

Jingtao Xu Peng Ye Qiaohong Li Haiqing Du Yong Liu David Doermann

u matrix feature detection codebook image quality feature extraction +8 more

IEEE Transactions on Image Processing 152 citations Published 2016-06-28
Backward Registration-Based Aspect Ratio Similarity for Image Retargeting Quality Assessment (2016)

Yabin Zhang Yuming Fang Weisi Lin Xinfeng Zhang Leida Li

retargeting image quality seam carving image resolution markov random field +7 more

IEEE Transactions on Image Processing 29 citations Published 2016-06-28
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization (2016)

Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan

tensor robust principal component analysis matrix norm singular value decomposition convex function +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 277 citations Published 2016-06-27
Temporal Action Localization with Pyramid of Score Distribution Features (2016)

Jun Yuan Bingbing Ni Xiaokang Yang Ashraf A. Kassim

feature extraction artificial neural network recurrent neural network support vector machine pyramid +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 154 citations Published 2016-06-27
Sparse Coding for Classification via Discrimination Ensemble (2016)

Yuhui Quan Yong Xu Yuping Sun Yan Huang Hui Ji

sparse approximation k svd quadratic classifier linear classifier neural coding +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 32 citations Published 2016-06-27
Reversible Recursive Instance-Level Object Segmentation (2016)

Xiaodan Liang Yunchao Wei Xiaohui Shen Zequn Jie Jiashi Feng Liang Lin Shuicheng Yan

segmentation based object categorization scale space segmentation image segmentation segmentation minimum bounding box +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 40 citations Published 2016-06-27
Recurrently Target-Attending Tracking (2016)

Zhen Cui Shengtao Xiao Jiashi Feng Shuicheng Yan

recurrent neural network robustness eye tracking discriminative model clutter +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 137 citations Published 2016-06-27
Natural Language Object Retrieval (2016)

Ronghang Hu Huazhe Xu Marcus Rohrbach Jiashi Feng Kate Saenko Trevor Darrell

image retrieval spatial contextual awareness natural language user interface natural language closed captioning +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 326 citations Published 2016-06-27
Modality and Component Aware Feature Fusion for RGB-D Scene Classification (2016)

Anran Wang Jianfei Cai Jiwen Lu Tat-Jen Cham

convolutional neural network discriminative model cognitive neuroscience of visual object recognition pattern recognition rgb color model +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 52 citations Published 2016-06-27
Exploit Bounding Box Annotations for Multi-Label Object Recognition (2016)

Hao Yang Joey Tianyi Zhou Yu Zhang Bin-Bin Gao Jianxin Wu Jianfei Cai

feature extraction feature minimum bounding box convolutional neural network cognitive neuroscience of visual object recognition +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 75 citations Published 2016-06-27
Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras (2016)

Seoung Wug Oh Michael S. Brown Marc Pollefeys Seon Joo Kim

full spectral imaging hyperspectral imaging image sensor rgb color model ground truth +4 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 60 citations Published 2016-06-27
DAG-Recurrent Neural Networks for Scene Labeling (2016)

Bing Shuai Zhen Zuo Bing Wang Gang Wang

recurrent neural network directed acyclic graph discriminative model pattern recognition weighting +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 124 citations Published 2016-06-27
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks (2016)

Sebastian Lapuschkin Alexander Binder Gregoire Montavon Klaus-Robert Muller Wojciech Samek

contextual image classification pattern recognition black box artificial intelligence data set +5 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 128 citations Published 2016-06-27
LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index (2016)

Yuxin Zheng Qi Guo Anthony K.H. Tung Sai Wu

locality sensitive hashing nearest neighbor search best bin first r tree k nearest neighbors algorithm +6 more

Proceedings of the 2016 International Conference on Management of Data 31 citations Published 2016-06-26

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Cross-Modal Self-Taught Hashing for large-scale image retrieval (2016)

Color image quality assessment based on sparse representation and reconstruction residual (2016)

Automated anterior segment OCT image analysis for Angle Closure Glaucoma mechanisms classification (2016)

A sparse auto-encoder-based deep neural network approach for induction motor faults classification (2016)

DeepSense: A GPU-based Deep Convolutional Neural Network Framework on Commodity Mobile Devices (2016)

Semantic Richness Effects in Spoken Word Recognition: A Lexical Decision and Semantic Categorization Megastudy. (2016)

Blind Image Quality Assessment Based on High Order Statistics Aggregation (2016)

Backward Registration-Based Aspect Ratio Similarity for Image Retargeting Quality Assessment (2016)

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization (2016)

Temporal Action Localization with Pyramid of Score Distribution Features (2016)

Sparse Coding for Classification via Discrimination Ensemble (2016)

Reversible Recursive Instance-Level Object Segmentation (2016)

Recurrently Target-Attending Tracking (2016)

Natural Language Object Retrieval (2016)

Modality and Component Aware Feature Fusion for RGB-D Scene Classification (2016)

Exploit Bounding Box Annotations for Multi-Label Object Recognition (2016)

Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras (2016)

DAG-Recurrent Neural Networks for Scene Labeling (2016)

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks (2016)

LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index (2016)