Publications - Machine Learning SG

Which Body Is Mine (2019)

Mona Ragab Sayed Terence Sim Joo-Hwee Lim Keng Teck Ma

feature extraction pattern recognition performance improvement sizing artificial intelligence +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2019-01-01
Warping-Based Stereoscopic 3D Video Retargeting With Depth Remapping (2019)

Baharul Islam Lai-Kuan Wong Kok-Lim Low Chee Onn Wong

image warping stereoscopy retargeting display device depth perception +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2019-01-01
Ultrasound-Assisted Guidance With Force Cues for Intravascular Interventions (2019)

Jin Guo Chaoyang Shi Hongliang Ren

contact force fluoroscopy ultrasound visualization computer vision +6 more

IEEE Transactions on Automation Science and Engineering 7 citations Published 2019-01-01
Toward a Comprehensive Face Detector in the Wild (2019)

Jianshu Li Luoqi Liu Jianan Li Jiashi Feng Shuicheng Yan Terence Sim

face detection convolutional neural network feature extraction robustness network architecture +6 more

IEEE Transactions on Circuits and Systems for Video Technology 6 citations Published 2019-01-01
Three-Dimensional Structured Illumination Microscopy (3D-SIM) to Dissect Signaling Cross-Talks in Motile T-Cells. (2019)

Seow Theng Ong Graham D. Wright Navin Kumar Verma

super resolution microscopy microscopy visualization computer vision computer science +4 more

Methods of Molecular Biology Published 2019-01-01
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks (2019)

Nicholas Carlini Chang Liu Jernej Kos Úlfar Erlingsson Dawn Song

memorization artificial neural network computer science artificial intelligence

28th {USENIX} Security Symposium ({USENIX} Security 19) 104 citations Published 2019-01-01
The control of a virtual automatic car based on multiple patterns of motor imagery BCI (2019)

Hongtao Wang Hongtao Wang Ting Li Anastasios Bezerianos Hui Huang Yuebang He Peng Chen

motor imagery brain computer interface computer vision workload computer applications +6 more

Medical & Biological Engineering & Computing 8 citations Published 2019-01-01
Texture synthesis guided deep hashing for texture image retrieval (2019)

Ayan Kumar Bhunia Sai Raj Kishore Perla Pranay Mukherjee Abhirup Das Partha Pratim Roy

texture synthesis image retrieval hash function feature extraction deep learning +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 3 citations Published 2019-01-01
Technical and clinical challenges of A.I. in retinal image analysis (2019)

Gilbert Lim Wynne Hsu Mong Li Lee Daniel Shu Wei Ting Tien Yin Wong

deep learning data science point of interest retinal computer science +3 more

1 citations Published 2019-01-01
Task Relation Networks (2019)

Jianshu Li Pan Zhou Yunpeng Chen Jian Zhao Sujoy Roy Yan Shuicheng Jiashi Feng Terence Sim

multi task learning task analysis deep learning boosting artificial intelligence +5 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 3 citations Published 2019-01-01
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis (2019)

He Zhao Huiqi Li Sebastian Maurer-Stroh Yuhong Guo Qiuju Deng Li Cheng

image segmentation supervised learning fundus segmentation data set +5 more

IEEE Transactions on Medical Imaging 29 citations Published 2019-01-01
Structure-preserving guided retinal image filtering for optic disc analysis (2019)

Jun Cheng Zhengguo Li Zaiwang Gu Huazhu Fu Damon Wing Kee Wong Jiang Liu

optic cup optic disc fundus image quality glaucoma +6 more

3 citations Published 2019-01-01
Speaker-Independent Multimodal Sentiment Analysis for Big Data (2019)

Erik Cambria Soujanya Poria Amir Hussain

sentiment analysis big data information processor generalizability theory natural language processing +4 more

1 citations Published 2019-01-01
Spatio-Textual Data (2019)

Gao Cong Christian Søndergaard Jensen

computer science natural language processing artificial intelligence

Encyclopedia of Big Data Technologies Published 2019-01-01
Space-Time Event Clouds for Gesture Recognition: From RGB Cameras to Event Cameras (2019)

Qinyi Wang Yexin Zhang Junsong Yuan Yilong Lu

gesture recognition gesture feature extraction rgb color model pixel +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 18 citations Published 2019-01-01
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network (2019)

Weicong Kong Zhao Yang Dong Youwei Jia David J. Hill Yan Xu Yuan Zhang

smart grid smart meter recurrent neural network deep learning electric power system +6 more

IEEE Transactions on Smart Grid 554 citations Published 2019-01-01
Sequential Knowledge Transfer Across Problems (2019)

Abhishek Gupta Yew-Soon Ong

optimization problem probabilistic logic knowledge transfer abstract interpretation automaton +5 more

1 citations Published 2019-01-01
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data (2019)

Mikaela Angelina Uy Quang-Hieu Pham Binh-Son Hua Thanh Nguyen Sai-Kit Yeung

point cloud deep learning data modeling benchmark data mining +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 29 citations Published 2019-01-01
Retinal vascular analysis: Segmentation, tracing, and beyond (2019)

Li Cheng Li Cheng Xingzheng Lyu He Zhao Huazhu Fu Huiqi Li

retinal segmentation tracing computer vision computer science +6 more

Published 2019-01-01
Real-Time Progressive 3D Semantic Segmentation for Indoor Scenes (2019)

Quang-Hieu Pham Binh-Son Hua Thanh Nguyen Sai-Kit Yeung

image segmentation segmentation cluster analysis conditional random field precomputation +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 19 citations Published 2019-01-01

Previous Next

Which Body Is Mine (2019)

Warping-Based Stereoscopic 3D Video Retargeting With Depth Remapping (2019)

Ultrasound-Assisted Guidance With Force Cues for Intravascular Interventions (2019)

Toward a Comprehensive Face Detector in the Wild (2019)

Three-Dimensional Structured Illumination Microscopy (3D-SIM) to Dissect Signaling Cross-Talks in Motile T-Cells. (2019)

The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks (2019)

The control of a virtual automatic car based on multiple patterns of motor imagery BCI (2019)

Texture synthesis guided deep hashing for texture image retrieval (2019)

Technical and clinical challenges of A.I. in retinal image analysis (2019)

Task Relation Networks (2019)

Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis (2019)

Structure-preserving guided retinal image filtering for optic disc analysis (2019)

Speaker-Independent Multimodal Sentiment Analysis for Big Data (2019)

Spatio-Textual Data (2019)

Space-Time Event Clouds for Gesture Recognition: From RGB Cameras to Event Cameras (2019)

Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network (2019)

Sequential Knowledge Transfer Across Problems (2019)

Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data (2019)

Retinal vascular analysis: Segmentation, tracing, and beyond (2019)

Real-Time Progressive 3D Semantic Segmentation for Indoor Scenes (2019)