Publications - Machine Learning SG

Learning behavior patterns from video for agent-based crowd modeling and simulation (2016)

Jinghui Zhong Wentong Cai Linbo Luo Mingbi Zhao

crowd simulation behavioral pattern machine learning computer vision computer science +7 more

Autonomous Agents and Multi-Agent Systems 20 citations Published 2016-09-01
Image Co-segmentation via Saliency Co-fusion (2016)

Koteswar Rao Jerripothula Jianfei Cai Junsong Yuan

kadir brady saliency detector image segmentation scale space segmentation segmentation based object categorization feature extraction +7 more

IEEE Transactions on Multimedia 88 citations Published 2016-09-01
ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning (2016)

Ronald Tor Das Kai Keng Ang Kai Keng Ang Chai Quek

ensemble learning rough set concept drift fuzzy logic artificial neural network +7 more

Applied Soft Computing 15 citations Published 2016-09-01
HCP: A Flexible CNN Framework for Multi-Label Image Classification (2016)

Yunchao Wei Wei Xia Min Lin Junshi Huang Bingbing Ni Jian Dong Yao Zhao Shuicheng Yan

convolutional neural network deep learning contextual image classification multi label classification minimum bounding box +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 417 citations Published 2016-09-01
Exploration of Natural Free-Hand Interaction for Shape Modeling Using Leap Motion Controller (2016)

Jian Cui Arjan Kuijper Alexei Sourin

graphics pipeline controller vrml x3d tapering +7 more

2016 International Conference on Cyberworlds (CW) 11 citations Published 2016-09-01
Deepmole: Deep neural networks for skin mole lesion classification (2016)

V. Pomponiu H. Nejati N.-M. Cheung

skin cancer artificial neural network feature extraction lesion malignancy +5 more

2016 IEEE International Conference on Image Processing (ICIP) 23 citations Published 2016-09-01
Deep Relative Attributes (2016)

Xiaoshan Yang Tianzhu Zhang Changsheng Xu Shuicheng Yan M. Shamim Hossain Ahmed Ghoneim

feature learning ranking artificial neural network feature extraction relative strength +7 more

IEEE Transactions on Multimedia 52 citations Published 2016-09-01
Automated Bug Report Field Reassignment and Refinement Prediction (2016)

Xin Xia David Lo Emad Shihab Xinyu Wang

software bug software regression software development software data mining +7 more

IEEE Transactions on Reliability 21 citations Published 2016-09-01
Adherent Raindrop Modeling, Detectionand Removal in Video (2016)

Shaodi You Robby T. Tan Rei Kawakami Yasuhiro Mukaigawa Katsushi Ikeuchi

visibility computer vision computer graphics images drop lens +2 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 87 citations Published 2016-09-01
Action Recognition in Still Images With Minimum Annotation Efforts (2016)

Yu Zhang Li Cheng Jianxin Wu Jianfei Cai Minh N. Do Jiangbo Lu

gesture recognition machine learning bounding overwatch image segmentation annotation +5 more

IEEE Transactions on Image Processing 37 citations Published 2016-09-01
A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection (2016)

Kafiul Islam Amir Rastegarnia Zhi Yang

epileptic seizure electroencephalography stationary wavelet transform epilepsy wavelet +7 more

IEEE Journal of Biomedical and Health Informatics 38 citations Published 2016-09-01
A Universal Framework for Salient Object Detection (2016)

Jianjun Lei Bingren Wang Yuming Fang Weisi Lin Patrick Le Callet Nam Ling Chunping Hou

kadir brady saliency detector object detection salience salient feature extraction +7 more

IEEE Transactions on Multimedia 65 citations Published 2016-09-01
Onboard Robust Visual Tracking for UAVs Using a Reliable Global-Local Object Model (2016)

Changhong Fu Ran Duan Dogan Kircali Erdal Kayacan

video tracking local outlier factor outlier object model optical flow +6 more

Sensors 34 citations Published 2016-08-31
Machine Comprehension Using Match-LSTM and Answer Pointer (2016)

Shuohang Wang Jing Jiang

textual entailment pointer question answering crowdsourcing natural language processing +7 more

arXiv preprint arXiv:1608.07905 76 citations Published 2016-08-29
Predicting semantically linkable knowledge in developer online forums via convolutional neural network (2016)

Bowen Xu Deheng Ye Zhenchang Xing Xin Xia Guibin Chen Shanping Li

knowledge engineering knowledge base deep learning multiclass classification semantic similarity +6 more

Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering 102 citations Published 2016-08-25
Learning a dual-language vector space for domain-specific cross-lingual question retrieval (2016)

Guibin Chen Chunyang Chen Zhenchang Xing Bowen Xu

visual word semantic similarity semantics deep learning sentence +6 more

Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering 33 citations Published 2016-08-25
Screen content image quality assessment using edge model (2016)

Zhangkai Ni Lin Ma Huanqiang Zeng Canhui Cai Kai-Kuang Ma

image quality human visual system model pooling parametric statistics computer vision +6 more

2016 IEEE International Conference on Image Processing (ICIP) 18 citations Published 2016-08-19
Is overfeat useful for image-based surface defect classification tasks? (2016)

Pei-Hung Chen Shen-Shyang Ho

feature extraction convolutional neural network support vector machine visualization pattern recognition +6 more

2016 IEEE International Conference on Image Processing (ICIP) 12 citations Published 2016-08-19
Dimensionality reduction of brain imaging data using graph signal processing (2016)

Liu Rui Hossein Nejati Ngai-Man Cheung

dimensionality reduction laplacian matrix principal component analysis filter noise measurement +6 more

2016 IEEE International Conference on Image Processing (ICIP) 19 citations Published 2016-08-19
Depth of field guided reflection removal (2016)

Renjie Wan Boxin Shi Tan Ah Hwee Alex C. Kot

depth of field image resolution pixel visualization computer vision +4 more

2016 IEEE International Conference on Image Processing (ICIP) 60 citations Published 2016-08-19

Previous Next

Learning behavior patterns from video for agent-based crowd modeling and simulation (2016)

Image Co-segmentation via Saliency Co-fusion (2016)

ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning (2016)

HCP: A Flexible CNN Framework for Multi-Label Image Classification (2016)

Exploration of Natural Free-Hand Interaction for Shape Modeling Using Leap Motion Controller (2016)

Deepmole: Deep neural networks for skin mole lesion classification (2016)

Deep Relative Attributes (2016)

Automated Bug Report Field Reassignment and Refinement Prediction (2016)

Adherent Raindrop Modeling, Detectionand Removal in Video (2016)

Action Recognition in Still Images With Minimum Annotation Efforts (2016)

A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection (2016)

A Universal Framework for Salient Object Detection (2016)

Onboard Robust Visual Tracking for UAVs Using a Reliable Global-Local Object Model (2016)

Machine Comprehension Using Match-LSTM and Answer Pointer (2016)

Predicting semantically linkable knowledge in developer online forums via convolutional neural network (2016)

Learning a dual-language vector space for domain-specific cross-lingual question retrieval (2016)

Screen content image quality assessment using edge model (2016)

Is overfeat useful for image-based surface defect classification tasks? (2016)

Dimensionality reduction of brain imaging data using graph signal processing (2016)

Depth of field guided reflection removal (2016)