Publications - Machine Learning SG

Vision-based patient monitoring: a comprehensive review of algorithms and technologies (2018)

Supriya Sathyanarayana Ravi Kumar Satzoda Suchitra Sathyanarayana Srikanthan Thambipillai

remote patient monitoring software deployment data science computational intelligence computer science +7 more

Journal of Ambient Intelligence and Humanized Computing 56 citations Published 2018-04-01
Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks (2018)

Jun Liu Gang Wang Ling-Yu Duan Kamila Abdiyeva Alex C. Kot

context model feature extraction artificial neural network hidden markov model machine learning +5 more

IEEE Transactions on Image Processing 208 citations Published 2018-04-01
SAR Automatic Target Recognition Based on Multiview Deep Learning Framework (2018)

Jifang Pei Yulin Huang Weibo Huo Yin Zhang Jianyu Yang Tat-Soon Yeo

deep learning synthetic aperture radar convolutional neural network automatic target recognition artificial neural network +6 more

IEEE Transactions on Geoscience and Remote Sensing 97 citations Published 2018-04-01
Quality Assessment of DIBR-Synthesized Images by Measuring Local Geometric Distortions and Global Sharpness (2018)

Leida Li Yu Zhou Ke Gu Weisi Lin Shiqi Wang

image quality rendering image warping distortion boosting +6 more

IEEE Transactions on Multimedia 41 citations Published 2018-04-01
Personalized Age Progression with Bi-Level Aging Dictionary Learning (2018)

Xiangbo Shu Jinhui Tang Zechao Li Hanjiang Lai Liyan Zhang Shuicheng Yan

age progression speech recognition artificial intelligence computer science age groups +3 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 36 citations Published 2018-04-01
No Reference Quality Assessment for Screen Content Images With Both Local and Global Feature Representation (2018)

Yuming Fang Jiebin Yan Leida Li Jinjian Wu Weisi Lin

image texture local binary patterns luminance human visual system model feature extraction +6 more

IEEE Transactions on Image Processing 60 citations Published 2018-04-01
Modeling Self-Adaptive Software Systems by Fuzzy Rules and Petri Nets (2018)

Zuohua Ding Yuan Zhou Mengchu Zhou

petri net fuzzy logic process architecture software system data modeling +6 more

IEEE Transactions on Fuzzy Systems 18 citations Published 2018-04-01
Maximum Principle Based Algorithms for Deep Learning (2018)

Qianxiao Li Long Chen Cheng Tai Weinan E

maximum principle optimal control deep learning dynamical system algorithm +2 more

Journal of Machine Learning Research 88 citations Published 2018-04-01
Learning Sparse Representation for Objective Image Retargeting Quality Assessment (2018)

Qiuping Jiang Feng Shao Weisi Lin Gangyi Jiang

retargeting sparse approximation feature extraction seam carving discriminative model +7 more

IEEE Transactions on Systems, Man, and Cybernetics 17 citations Published 2018-04-01
Learning a Referenceless Stereopair Quality Engine with Deep Nonnegativity Constrained Sparse Autoencoder (2018)

Qiuping Jiang Qiuping Jiang Feng Shao Weisi Lin Gangyi Jiang

autoencoder softmax function cyclopean image discriminative model network architecture +6 more

Pattern Recognition 19 citations Published 2018-04-01
Fuzzy Bag-of-Words Model for Document Representation (2018)

Rui Zhao Kezhi Mao

document classification bag of words model cosine similarity string searching algorithm semantic matching +6 more

IEEE Transactions on Fuzzy Systems 74 citations Published 2018-04-01
Fault Estimation and Accommodation For Virtual Sensor Bias Fault in Image-Based Visual Servoing Using Particle Filter (2018)

Mien Van Shuzhi Sam Ge Dariusz Ceglarek

fault detection and isolation fault indicator visual servoing feature extraction particle filter +7 more

IEEE Transactions on Industrial Informatics 12 citations Published 2018-04-01
Too Far to See? Not Really!-Pedestrian Detection With Scale-Aware Localization Policy. (2018)

Xiaowei Zhang Li Cheng Bo Li Hai-Miao Hu

pedestrian detection pedestrian bottleneck discriminative model pixel +6 more

IEEE Transactions on Image Processing 24 citations Published 2018-03-30
Efficient and Deep Person Re-Identification using Multi-Level Similarity (2018)

Yiluan Guo Ngai-Man Cheung

convolution artificial neural network computational complexity theory ranking pattern recognition +4 more

arXiv preprint arXiv:1803.11353 14 citations Published 2018-03-30
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification (2018)

Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot Gang Wang

feature vector sensory cue metric space pattern recognition ambiguity +6 more

arXiv preprint arXiv:1803.09937 34 citations Published 2018-03-27
Combined classifier for cross-project defect prediction: an extended empirical study (2018)

Yun Zhang David Lo Xin Xia Jianling Sun

cost effectiveness bootstrap aggregating software bug software system software +6 more

Frontiers of Computer Science in China 14 citations Published 2018-03-23
A Cascaded Convolutional Neural Network for Single Image Dehazing (2018)

Chongyi Li Jichang Guo Fatih Porikli Huazhu Fu Yanwei Pang

image restoration convolutional neural network feature extraction computer vision subnetwork +6 more

IEEE Access 23 citations Published 2018-03-23
Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation (2018)

Abdullah Al Hafiz Khan Nirmalya Roy Archan Misra

deep learning transduction convolutional neural network activity recognition transfer of learning +6 more

2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) 26 citations Published 2018-03-19
Adaptive Quantization for Deep Neural Network (2018)

Yiren Zhou Seyed Mohsen Moosavi Dezfooli Ngai-Man Cheung Pascal Frossard

quantization artificial neural network artificial intelligence computer science

Thirty-Second Aaai Conference On Artificial Intelligence / Thirtieth Innovative Applications Of Artificial Intelligence Conference / Eighth Aaai Symposium On Educational Advances In Artificial Intelligence 21 citations Published 2018-03-19
Recurrent Spatial Pyramid CNN for Optical Flow Estimation (2018)

Ping Hu Gang Wang Yap-Peng Tan

optical flow optical computing convolutional neural network pyramid feature extraction +6 more

IEEE Transactions on Multimedia 17 citations Published 2018-03-15

Previous Next

Vision-based patient monitoring: a comprehensive review of algorithms and technologies (2018)

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks (2018)

SAR Automatic Target Recognition Based on Multiview Deep Learning Framework (2018)

Quality Assessment of DIBR-Synthesized Images by Measuring Local Geometric Distortions and Global Sharpness (2018)

Personalized Age Progression with Bi-Level Aging Dictionary Learning (2018)

No Reference Quality Assessment for Screen Content Images With Both Local and Global Feature Representation (2018)

Modeling Self-Adaptive Software Systems by Fuzzy Rules and Petri Nets (2018)

Maximum Principle Based Algorithms for Deep Learning (2018)

Learning Sparse Representation for Objective Image Retargeting Quality Assessment (2018)

Learning a Referenceless Stereopair Quality Engine with Deep Nonnegativity Constrained Sparse Autoencoder (2018)

Fuzzy Bag-of-Words Model for Document Representation (2018)

Fault Estimation and Accommodation For Virtual Sensor Bias Fault in Image-Based Visual Servoing Using Particle Filter (2018)

Too Far to See? Not Really!-Pedestrian Detection With Scale-Aware Localization Policy. (2018)

Efficient and Deep Person Re-Identification using Multi-Level Similarity (2018)

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification (2018)

Combined classifier for cross-project defect prediction: an extended empirical study (2018)

A Cascaded Convolutional Neural Network for Single Image Dehazing (2018)

Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation (2018)

Adaptive Quantization for Deep Neural Network (2018)

Recurrent Spatial Pyramid CNN for Optical Flow Estimation (2018)