Publications - Machine Learning SG

Visual Permutation Learning (2019)

Rodrigo Santa Cruz Basura Fernando Anoop Cherian Stephen Gould

permutation matrix learning to rank supervised learning feature learning optimization problem +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 18 citations Published 2019-12-01
Using temporal information for recognizing actions from still images (2019)

Samitha Herath Samitha Herath Basura Fernando Mehrtash Harandi Mehrtash Harandi

transfer of learning knowledge transfer optical flow embedding machine learning +5 more

Pattern Recognition 2 citations Published 2019-12-01
Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation (2019)

Yan Zhang Zhao Zhang Sheng Li Jie Qin Guangcan Liu Meng Wang Shuicheng Yan

feature learning feature extraction non negative matrix factorization external data representation kernel +6 more

IEEE Transactions on Knowledge and Data Engineering 13 citations Published 2019-12-01
The role of semantic transparency in visual word recognition of compound words: A megastudy approach. (2019)

Say Young Kim Say Young Kim Melvin J. Yap Winston D. Goh

compound semantic similarity lexical decision task lexicon pronunciation +6 more

Behavior Research Methods 6 citations Published 2019-12-01
The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning Insight (2019)

Abhishek Gupta Yew-Soon Ong Mojtaba Shakeri Xu Chi Allan Zhang NengSheng

curse of dimensionality evolutionary algorithm a priori and a posteriori big data gaussian process +6 more

2019 IEEE International Conference on Big Data (Big Data) Published 2019-12-01
Task-in-all Domain Adaptation for Semantic Segmentation (2019)

Tianyi Zhang Jingyi Yang Chuanxia Zheng Guosheng Lin Jianfei Cai Alex C. Kot

segmentation image translation pattern recognition market segmentation computer science +3 more

2019 IEEE Visual Communications and Image Processing (VCIP) 1 citations Published 2019-12-01
SLAT-Calib: Extrinsic Calibration between a Sparse 3D LiDAR and a Limited-FOV Low-resolution Thermal Camera (2019)

Jun Zhang Ran Zhang Yufeng Yue Chule Yang Mingxing Wen Danwei Wang

camera resectioning pixel homography feature extraction lidar +6 more

2019 IEEE International Conference on Robotics and Biomimetics (ROBIO) 3 citations Published 2019-12-01
Side-Aware Boundary Localization for More Precise Object Detection. (2019)

Jiaqi Wang Wenwei Zhang Yuhang Cao Kai Chen Jiangmiao Pang Tao Gong Jianping Shi Chen Change Loy Dahua Lin

object detection computer vision computer science artificial intelligence

ECCV (4) 1 citations Published 2019-12-01
SeSe-Net: Self-Supervised deep learning for segmentation (2019)

Zeng Zeng Zeng Zeng Yang Xulei Yu Qiyun Yao Meng Zhang Le

image segmentation deep learning segmentation boosting artificial neural network +6 more

Pattern Recognition Letters 7 citations Published 2019-12-01
Semantic Segmentation via Domain Adaptation with Global Structure Embedding (2019)

Tianyi Zhang Guosheng Lin Jianfei Cai Alex C. Kot

segmentation embedding machine learning adversarial system computer science +5 more

2019 IEEE Visual Communications and Image Processing (VCIP) 1 citations Published 2019-12-01
Self-reconfigurable façade-cleaning robot equipped with deep-learning-based crack detection based on convolutional neural networks (2019)

Maryam Kouzehgar Yokhesh Krishnasamy Tamilselvam Manuel Vega Heredia Mohan Rajesh Elara

deep learning convolutional neural network robot modular design real time computing +4 more

Automation in Construction 7 citations Published 2019-12-01
Self-organizing neural networks for universal learning and multimodal memory encoding. (2019)

Ah-Hwee Tan Budhitama Subagdja Di Wang Lei Meng

unsupervised learning sequence learning artificial neural network reinforcement learning semantic memory +5 more

Neural Networks 9 citations Published 2019-12-01
Salience-aware adaptive resonance theory for large-scale sparse data clustering. (2019)

Lei Meng Ah-Hwee Tan Chunyan Miao

cluster analysis feature learning weighting spectral clustering robustness +6 more

Neural Networks 4 citations Published 2019-12-01
Robot Control in Human Environment using Deep Reinforcement Learning and Convolutional Neural Network (2019)

Chen Chen Hsieh-Yu Li Audelia G. Dharmawan Khairuldanial Ismail Xiang Liu U-Xuan Tan

robot control reinforcement learning convolutional neural network robot artificial intelligence +3 more

2019 IEEE International Conference on Robotics and Biomimetics (ROBIO) 1 citations Published 2019-12-01
Retinal vessel segmentation by a divide-and-conquer funnel-structured classification framework (2019)

Xiaohong Wang Xudong Jiang

segmentation discriminative model divide and conquer algorithms pixel pattern recognition +6 more

Signal Processing 3 citations Published 2019-12-01
Real-time optical flow-based video stabilization for unmanned aerial vehicles (2019)

Anli Lim Bharath Ramesh Yue Yang Cheng Xiang Zhi Gao Feng Lin

video tracking image stabilization optical flow rigid transformation homography +6 more

Journal of Real-time Image Processing 13 citations Published 2019-12-01
Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records (2019)

Binh P. Nguyen Hung N. Pham Hop Tran Nhung Nghiem Quang H. Nguyen Trang T.T. Do Cao Truong Tran Colin R. Simpson

population receiver operating characteristic deep learning artificial neural network linear model +6 more

Computer Methods and Programs in Biomedicine 14 citations Published 2019-12-01
Optimizing Evasive Strategies for an Evader with Imperfect Vision Capacity (2019)

Kai Di Shaofu Yang Wanyuan Wang Fuhan Yan Haokun Xing Jiuchuan Jiang Yichuan Jiang

artificial intelligence computer science imperfect sight field of view +2 more

Journal of Intelligent and Robotic Systems 1 citations Published 2019-12-01
Non Intrusive Load Monitoring for Industrial Chiller Plant System - A Long Short Term Memory Approach (2019)

Benjamin Si Hao Chew Yan Xu Ding Hong Yuan

water chiller cooling tower metering mode deep learning reliability engineering +6 more

2019 9th International Conference on Power and Energy Systems (ICPES) Published 2019-12-01
No-reference image quality assessment with visual pattern degradation (2019)

Jinjian Wu Man Zhang Leida Li Weisheng Dong Guangming Shi Weisi Lin

human visual system model visual perception image quality image processing cluster analysis +6 more

Information Sciences 5 citations Published 2019-12-01

Previous Next

Visual Permutation Learning (2019)

Using temporal information for recognizing actions from still images (2019)

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation (2019)

The role of semantic transparency in visual word recognition of compound words: A megastudy approach. (2019)

The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning Insight (2019)

Task-in-all Domain Adaptation for Semantic Segmentation (2019)

SLAT-Calib: Extrinsic Calibration between a Sparse 3D LiDAR and a Limited-FOV Low-resolution Thermal Camera (2019)

Side-Aware Boundary Localization for More Precise Object Detection. (2019)

SeSe-Net: Self-Supervised deep learning for segmentation (2019)

Semantic Segmentation via Domain Adaptation with Global Structure Embedding (2019)

Self-reconfigurable façade-cleaning robot equipped with deep-learning-based crack detection based on convolutional neural networks (2019)

Self-organizing neural networks for universal learning and multimodal memory encoding. (2019)

Salience-aware adaptive resonance theory for large-scale sparse data clustering. (2019)

Robot Control in Human Environment using Deep Reinforcement Learning and Convolutional Neural Network (2019)

Retinal vessel segmentation by a divide-and-conquer funnel-structured classification framework (2019)

Real-time optical flow-based video stabilization for unmanned aerial vehicles (2019)

Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records (2019)

Optimizing Evasive Strategies for an Evader with Imperfect Vision Capacity (2019)

Non Intrusive Load Monitoring for Industrial Chiller Plant System - A Long Short Term Memory Approach (2019)

No-reference image quality assessment with visual pattern degradation (2019)