Publications - Machine Learning SG

General Resolution Enhancement Method in Atomic Force Microscopy Using Deep Learning (2019)

Yue Liu Qiaomei Sun Wanheng Lu Hongli Wang Yao Sun Zhongting Wang Xin Lu Kaiyang Zeng

materials science optics deep learning artificial intelligence atomic force microscopy +1 more

Advanced Theory and Simulations 2 citations Published 2019-02-01
Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices (2019)

Liu Jigang Bu Sung Lee Francis Deepu Rajan

eye tracking gaze facial expression deep learning computer vision +6 more

2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 1 citations Published 2019-02-01
Enhancing transportation systems via deep learning: A survey (2019)

Yuan Wang Dongxiang Zhang Ying Liu Bo Dai Loo Hay Lee

poison control intelligent transportation system deep learning engineering management abstract machine +6 more

Transportation Research Part C-emerging Technologies 74 citations Published 2019-02-01
BLIQUE-TMI: Blind Quality Evaluator for Tone-Mapped Images Based on Local and Global Feature Analyses (2019)

Qiuping Jiang Feng Shao Weisi Lin Gangyi Jiang

feature vector tone mapping feature extraction image quality visualization +6 more

IEEE Transactions on Circuits and Systems for Video Technology 16 citations Published 2019-02-01
Automated Inspection of Monopole Tower Using Drones and Computer Vision (2019)

Nadeem M. Shajahan Thomas Kuruvila Arjun S. Kumar Dhivin Davis

drone search and rescue statistical classification computer vision tower +6 more

2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS) 2 citations Published 2019-02-01
Automated Cross-Platform GUI Code Generation for Mobile Apps (2019)

Sen Chen Lingling Fan Ting Su Lei Ma Yang Liu Lihua Xu

code generation android cross platform graphical user interface user experience design +6 more

2019 IEEE 1st International Workshop on Artificial Intelligence for Mobile (AI4Mobile) 4 citations Published 2019-02-01
Attention driven person re-identification (2019)

Fan Yang Ke Yan Shijian Lu Huizhu Jia Xiaodong Xie Wen Gao

discriminative model robustness pattern recognition computer science fuse +2 more

Pattern Recognition 46 citations Published 2019-02-01
Artificial Intelligence-Driven Designer Drug Combinations: From Drug Development to Personalized Medicine: (2019)

Masturah Bte Mohd Abdul Rashid Edward Kai-Hua Chow

drug development personalized medicine translational medicine drug disease +5 more

SLAS TECHNOLOGY: Translating Life Sciences Innovation 2 citations Published 2019-02-01
Artificial Intelligence vs. Natural Stupidity: Evaluating AI Readiness for the Vietnamese Medical Information System (2019)

Quan-Hoang Vuong Manh-Tung Ho Thu-Trang Vuong Viet-Phuong La Manh-Toan Ho Kien-Cuong P. Nghiem Bach Xuan Tran Hai-Ha Giang Thu-Vu Giang Carl Latkin Hong-Kong T. Nguyen Cyrus S.H. Ho Roger C.M. Ho

applications of artificial intelligence vietnamese organizational structure influencer marketing health care +5 more

Journal of Clinical Medicine 15 citations Published 2019-02-01
Artificial intelligence and deep learning in ophthalmology (2019)

Daniel Shu Wei Ting Louis R Pasquale Lily Peng John Peter Campbell Aaron Y Lee Rajiv Raman Gavin Siew Wei Tan Leopold Schmetterer Pearse A Keane Tien Yin Wong

telemedicine deep learning diabetic retinopathy macular degeneration health care +6 more

British Journal of Ophthalmology 201 citations Published 2019-02-01
Adaptive Cost-Sensitive Online Classification (2019)

Peilin Zhao Yifan Zhang Min Wu Steven C. H. Hoi Mingkui Tan Junzhou Huang

statistical classification anomaly detection data stream machine learning computer science +6 more

IEEE Transactions on Knowledge and Data Engineering 13 citations Published 2019-02-01
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings (2019)

Wei Yang Wei Lu Vincent W. Zheng

word embedding regularization perspectives on support vector machines regularization machine learning effective method +2 more

arXiv preprint arXiv:1902.00184 2 citations Published 2019-02-01
A relationship between sweep angle of flapping pectoral fins and thrust generation (2019)

Soheil Arastehfar Soheil Arastehfar Chee-Meng Chew Athena Jalalian Gunawan Gunawan Khoon Seng Yeo

fin flapping thrust swept wing kinematics +6 more

Journal of Mechanisms and Robotics 3 citations Published 2019-02-01
A new microscopic telecentric stereo vision system - Calibration, rectification, and three-dimensional reconstruction (2019)

Yan Hu Qian Chen Shijie Feng Tianyang Tao Anand Asundi Chao Zuo

epipolar geometry 3d reconstruction stereopsis distortion calibration +6 more

Optics and Lasers in Engineering 18 citations Published 2019-02-01
A compact network learning model for distribution regression. (2019)

Connie Khor Li Kou Connie Khor Li Kou Hwee Kuan Lee Teck Khim Ng

deep learning artificial neural network supervised learning node entire function +5 more

Neural Networks 7 citations Published 2019-02-01
A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo (2019)

Boxin Shi Zhipeng Mo Zhe Wu Dinglong Duan Sai-Kit Yeung Ping Tan

photometric stereo ground truth laser scanning computer vision benchmark +4 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 78 citations Published 2019-02-01
Survey of visual just noticeable difference estimation (2019)

Jinjian Wu Guangming Shi Weisi Lin

human visual system model just noticeable difference masking luminance redundancy +6 more

Frontiers of Computer Science in China 3 citations Published 2019-01-31
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images (2019)

Haozhe Xie Hongxun Yao Xiaoshuai Sun Shangchen Zhou Shengping Zhang

recurrent neural network 3d reconstruction pattern recognition inference rgb color model +5 more

arXiv preprint arXiv:1901.11153 3 citations Published 2019-01-31
LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics (2019)

Xiaoning Du Bihuan Chen Yuekang Li Jianmin Guo Yaqin Zhou Yang Liu Yu Jiang

vulnerability assessment code review fuzz testing vulnerability code +5 more

arXiv preprint arXiv:1901.11479 Published 2019-01-31
Mining likely analogical APIs across third-party libraries via large-scale unsupervised API semantics embedding (2019)

Chunyang Chen Zhenchang Xing Yang Liu Kent Ong Long Xiong

word embedding embedding semantics computer science natural language processing +2 more

IEEE Transactions on Software Engineering 17 citations Published 2019-01-30

Previous Next

General Resolution Enhancement Method in Atomic Force Microscopy Using Deep Learning (2019)

Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices (2019)

Enhancing transportation systems via deep learning: A survey (2019)

BLIQUE-TMI: Blind Quality Evaluator for Tone-Mapped Images Based on Local and Global Feature Analyses (2019)

Automated Inspection of Monopole Tower Using Drones and Computer Vision (2019)

Automated Cross-Platform GUI Code Generation for Mobile Apps (2019)

Attention driven person re-identification (2019)

Artificial Intelligence-Driven Designer Drug Combinations: From Drug Development to Personalized Medicine: (2019)

Artificial Intelligence vs. Natural Stupidity: Evaluating AI Readiness for the Vietnamese Medical Information System (2019)

Artificial intelligence and deep learning in ophthalmology (2019)

Adaptive Cost-Sensitive Online Classification (2019)

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings (2019)

A relationship between sweep angle of flapping pectoral fins and thrust generation (2019)

A new microscopic telecentric stereo vision system - Calibration, rectification, and three-dimensional reconstruction (2019)

A compact network learning model for distribution regression. (2019)

A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo (2019)

Survey of visual just noticeable difference estimation (2019)

Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images (2019)

LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics (2019)

Mining likely analogical APIs across third-party libraries via large-scale unsupervised API semantics embedding (2019)