Publications - Machine Learning SG

LBP-HOG Descriptor Based on Matrix Projection For Mammogram Classification (2019)

Zainab Alhakeem Se-In Jang

local binary patterns histogram of oriented gradients matrix pixel convolution +6 more

arXiv preprint arXiv:1904.00187 Published 2019-03-30
Knowledge Transfer Between Robots with Similar Dynamics for High-Accuracy Impromptu Trajectory Tracking (2019)

Siqi Zhou Andriy Sarabakha Erdal Kayacan Mohamed K. Helwa Angela P. Schoellig

robot inverse dynamics impromptu trajectory knowledge transfer +4 more

arXiv preprint arXiv:1904.00249 Published 2019-03-30
High-Speed Automatic Characterization of Rare Events in Flow Cytometric Data (2019)

Yuan Qi Youhan Fang David R. Sinclair Shangqin Guo Meritxell Alberich-Jorda Jun Lu Daniel G. Tenen Daniel G. Tenen Michael G. Kharas Saumyadipta Pyne

rare events zoom flare bayesian inference pattern recognition +4 more

bioRxiv Published 2019-03-30
Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery (2019)

Ahmad W. Bitar Loong-Fah Cheong Jean-Philippe Ovarlez

hyperspectral imaging object detection pattern recognition detector computer science +5 more

IEEE Transactions on Geoscience and Remote Sensing 10 citations Published 2019-03-29
Quality Assessment for Video With Degradation Along Salient Trajectories (2019)

Jinjian Wu Yongxu Liu Weisheng Dong Guangming Shi Weisi Lin

human visual system model trajectory computer vision salient source code +6 more

IEEE Transactions on Multimedia 7 citations Published 2019-03-29
Study of 3D Target Replacement in AR Based On Target Tracking (2019)

Jiahui Bai Guang-Yu Nie Weitao Song Yue Liu Yongtian Wang

augmented reality object detection deep learning artificial neural network feature extraction +5 more

2019 12th Asia Pacific Workshop on Mixed and Augmented Reality (APMAR) Published 2019-03-28
METHOD AND DEVICE FOR DETERMINING POSITION OF A TARGET (2019)

Withanage Don Anusha Indrajith Nanayakkara Suranga Chandima Pulukkutti Arachchige Don Shanaka Ransiri

common emitter computer vision classifier computer science artificial intelligence

1 citations Published 2019-03-28
Machine Learning-Based Link Fault Identification and Localization in Complex Networks (2019)

Srinikethan Madapuzi Srinivasan Tram Truong-Huu Mohan Gurusamy

wireless sensor network complex network packet loss networking hardware multilayer perceptron +6 more

IEEE Internet of Things Journal 8 citations Published 2019-03-28
Land-use and land-cover classification using Sentinel-2 data and machine-learning algorithms: operational method and its implementation for a mountainous area of Nepal (2019)

Marie Delalay Varun Tiwari Alan D. Ziegler Vik Gopal Paul Passy

land cover random forest contextual image classification satellite imagery decision tree +6 more

Journal of Applied Remote Sensing 5 citations Published 2019-03-28
Enhanced feature fusion through irrelevant redundancy elimination in intra-class and extra-class discriminative correlation analysis (2019)

Zuobin Wu Kezhi Mao Gee Wah Ng

linear discriminant analysis redundancy canonical correlation discriminative model principal component analysis +6 more

Neurocomputing 4 citations Published 2019-03-28
A Novel Framework for 3D-2D Vertebra Matching (2019)

Hanchao Yu Yang Fu Haichao Yu Yunchao Wei Xinchao Wang Jianbo Jiao Matthew Bramlet Thenkurussi Kesavadas Honghui Shi Zhangyang Wang Bihan Wen Thomas Huang

minimum bounding box 3d projection hough transform object detection computer vision +6 more

2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) 8 citations Published 2019-03-28
Transcend Anthropomorphic Robotic Grasping With Modular Antagonistic Mechanisms and Adhesive Soft Modulations (2019)

Changsheng Li Xiaoyi Gu Xiao Xiao Guoniu Zhu Avataram Venkatavaradan Prituja Hongliang Ren

motion control modular design gesture computer vision modulation +6 more

IEEE Robotics and Automation Letters 3 citations Published 2019-03-27
Self-Supervised Learning via Conditional Motion Propagation (2019)

Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy

feature learning rendering ambiguity intelligent agent parsing +5 more

arXiv preprint arXiv:1903.11412 3 citations Published 2019-03-27
Dense Intrinsic Appearance Flow for Human Pose Transfer. (2019)

Yining Li Chen Huang Chen Change Loy

image warping pixel computer vision feed forward computer science +4 more

arXiv preprint arXiv:1903.11326 4 citations Published 2019-03-27
Unpaired Image Captioning via Scene Graph Alignments (2019)

Jiuxiang Gu Shafiq Joty Jianfei Cai Handong Zhao Xu Yang Gang Wang

scene graph closed captioning sentence encoder computer vision +4 more

arXiv preprint arXiv:1903.10658 6 citations Published 2019-03-26
Research on Detection and Defense Mechanisms of DoS Attacks Based on BP Neural Network and Game Theory (2019)

Lijun Gao Yanting Li Lu Zhang Feng Lin Maode Ma

denial of service attack artificial neural network game theory backpropagation feature vector +5 more

IEEE Access 8 citations Published 2019-03-26
Kernel-Free Image Deblurring with a Pair of Blurred/Noisy Images. (2019)

Chunzhi Gu Xuequan Lu Ying He Chao Zhang

deblurring real image shutter speed optical flow mixture model +6 more

arXiv preprint arXiv:1903.10667 3 citations Published 2019-03-26
Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma (2019)

Li Lin Qi Dou Yue Ming Jin Guan Qun Zhou Yi Qiang Tang Wei Lin Chen Bao An Su Feng Liu Chang Juan Tao Ning Jiang Jun Yun Li Ling Long Tang Chuan Miao Xie Shao Min Huang Jun Ma Pheng Ann Heng Joseph T.S. Wee Melvin L.K. Chua Hao Chen Ying Sun

contouring primary tumor radiation therapy nasopharyngeal carcinoma radiology +6 more

Radiology 45 citations Published 2019-03-26
Dataflow-Based Joint Quantization for Deep Neural Networks (2019)

Xue Geng Jie Fu Bin Zhao Jie Lin Mohamed Aly Christopher Pal Vijay Chandrasekhar

quantization dataflow deep learning energy consumption quantization +6 more

2019 Data Compression Conference (DCC) 1 citations Published 2019-03-26
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks (2019)

Bihan Wen Saiprasad Ravishankar Luke Pfister Yoram Bresler

deep learning artificial neural network cluster analysis image quality compressed sensing +6 more

arXiv preprint arXiv:1903.11431 Published 2019-03-25

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LBP-HOG Descriptor Based on Matrix Projection For Mammogram Classification (2019)

Knowledge Transfer Between Robots with Similar Dynamics for High-Accuracy Impromptu Trajectory Tracking (2019)

High-Speed Automatic Characterization of Rare Events in Flow Cytometric Data (2019)

Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery (2019)

Quality Assessment for Video With Degradation Along Salient Trajectories (2019)

Study of 3D Target Replacement in AR Based On Target Tracking (2019)

METHOD AND DEVICE FOR DETERMINING POSITION OF A TARGET (2019)

Machine Learning-Based Link Fault Identification and Localization in Complex Networks (2019)

Land-use and land-cover classification using Sentinel-2 data and machine-learning algorithms: operational method and its implementation for a mountainous area of Nepal (2019)

Enhanced feature fusion through irrelevant redundancy elimination in intra-class and extra-class discriminative correlation analysis (2019)

A Novel Framework for 3D-2D Vertebra Matching (2019)

Transcend Anthropomorphic Robotic Grasping With Modular Antagonistic Mechanisms and Adhesive Soft Modulations (2019)

Self-Supervised Learning via Conditional Motion Propagation (2019)

Dense Intrinsic Appearance Flow for Human Pose Transfer. (2019)

Unpaired Image Captioning via Scene Graph Alignments (2019)

Research on Detection and Defense Mechanisms of DoS Attacks Based on BP Neural Network and Game Theory (2019)

Kernel-Free Image Deblurring with a Pair of Blurred/Noisy Images. (2019)

Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma (2019)

Dataflow-Based Joint Quantization for Deep Neural Networks (2019)

Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks (2019)