Publications - Machine Learning SG

Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images (2017)

Zhen Yu Xudong Jiang Tianfu Wang Bai Ying Lei

deep learning feature engineering discriminative model support vector machine preprocessor +7 more

International Workshop on Machine Learning in Medical Imaging 14 citations Published 2017-09-10
Enhanced ISAR Imaging and Motion Estimation With Parametric and Dynamic Sparse Bayesian Learning (2017)

Gang Xu Lei Yang Guoan Bi Mengdao Xing

k svd inverse synthetic aperture radar motion estimation hyperparameter radar imaging +6 more

IEEE Transactions on Computational Imaging 17 citations Published 2017-09-08
Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution (2017)

Wenhan Yang Jiashi Feng Jianchao Yang Fang Zhao Jiaying Liu Zongming Guo Shuicheng Yan

image processing feature extraction image resolution iterative reconstruction residual +6 more

IEEE Transactions on Image Processing 97 citations Published 2017-09-08
Effect of Correlations in Swarms on Collective Response (2017)

David Mateo Yoke Kong Kuan Roland Bouffanais

canonical model consensus perturbation statistical physics social relation +3 more

Scientific Reports 17 citations Published 2017-09-04
Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization (2017)

Li Niu Wen Li Dong Xu Jianfei Cai

support vector machine robustness classifier test data visualization +6 more

IEEE Transactions on Neural Networks 15 citations Published 2017-09-01
Ultra-wideband aided fast localization and mapping system (2017)

Chen Wang Handuo Zhang Thien-Minh Nguyen Lihua Xie

visual odometry odometry robustness bundle adjustment ranging +6 more

2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 15 citations Published 2017-09-01
Transition-Based Disfluency Detection using LSTMs. (2017)

Shaolei Wang Wanxiang Che Yue Zhang Meishan Zhang Ting Liu

sequence labeling parsing transition system test set syntax +3 more

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing 18 citations Published 2017-09-01
Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules (2017)

Su Nguyen Mengjie Zhang Kay Chen Tan

genetic programming interpretability hyper heuristic job shop scheduling machine learning +6 more

IEEE Transactions on Systems, Man, and Cybernetics 30 citations Published 2017-09-01
Supervised vs Unsupervised Models: A Holistic Look at Effort-Aware Just-in-Time Defect Prediction (2017)

Qiao Huang Xin Xia David Lo

cost effectiveness precision and recall software bug software inspection ranking +7 more

2017 IEEE International Conference on Software Maintenance and Evolution (ICSME) 61 citations Published 2017-09-01
Stiffness Customization and Patterning for Property Modulation of Silicone-Based Soft Pneumatic Actuators. (2017)

Yi Sun Hong Kai Yap Xinquan Liang Jin Guo Peng Qi Marcelo H Ang Chen-Hua Yeow

stiffness pneumatic actuator biomimetics failure mode and effects analysis mechanical engineering +7 more

Soft robotics 24 citations Published 2017-09-01
SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition (2017)

Guo-Sen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu

pooling feature learning convolutional neural network discriminative model bag of words model +7 more

International Journal of Computer Vision 16 citations Published 2017-09-01
Robust Welding Seam Tracking and Recognition (2017)

Xianghui Li Xinde Li Mohammad Omar Khyam Shuzhi Sam Ge

welding feature extraction structured light computer vision interference +6 more

IEEE Sensors Journal 17 citations Published 2017-09-01
Robust visual tracking via co-trained Kernelized correlation filters (2017)

Le Zhang Ponnuthurai Nagaratnam Suganthan

discriminative model eye tracking classifier pattern recognition computer vision +7 more

Pattern Recognition 60 citations Published 2017-09-01
Regularized 2-D complex-log spectral analysis and subspace reliability analysis of micro-Doppler signature for UAV detection (2017)

Jianfeng Ren Xudong Jiang

spectrogram subspace topology radar word error rate logarithm +6 more

Pattern Recognition 25 citations Published 2017-09-01
Quasi-Polar-Based FFBP Algorithm for Miniature UAV SAR Imaging Without Navigational Data (2017)

Song Zhou Lei Yang Lifan Zhao Guoan Bi

synthetic aperture radar algorithm design coordinate system motion compensation polar coordinate system +7 more

IEEE Transactions on Geoscience and Remote Sensing 19 citations Published 2017-09-01
PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence (2017)

Jiangbo Lu Yu Li Hongsheng Yang Dongbo Min Weiyong Eng Minh N. Do

computational complexity theory filter electronic mail optical flow speedup +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 13 citations Published 2017-09-01
Optimized inter-view prediction based light field image compression with adaptive reconstruction (2017)

Chuanmin Jia Yekang Yang Xinfeng Zhang Xiang Zhang Shiqi Wang Shanshe Wang Siwei Ma

lenslet iterative reconstruction image compression adaptive filter pixel +6 more

2017 IEEE International Conference on Image Processing (ICIP) 19 citations Published 2017-09-01
Nonlocal Gradient Sparsity Regularization for Image Restoration (2017)

Hangfan Liu Ruiqin Xiong Xinfeng Zhang Yongbing Zhang Siwei Ma Wen Gao

image gradient morphological gradient image restoration feature detection pixel +6 more

IEEE Transactions on Circuits and Systems for Video Technology 29 citations Published 2017-09-01
Multi-Task Rank Learning for Image Quality Assessment (2017)

Long Xu Jia Li Weisi Lin Yongbing Zhang Lin Ma Yuming Fang Yihua Yan

overfitting image quality distortion electronic mail pairwise comparison +7 more

IEEE Transactions on Circuits and Systems for Video Technology 17 citations Published 2017-09-01
Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators (2017)

Aldrian Obaja Muis Wei Lu

inference multigraph natural language processing computer science artificial intelligence

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing 47 citations Published 2017-09-01

Previous Next

Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images (2017)

Enhanced ISAR Imaging and Motion Estimation With Parametric and Dynamic Sparse Bayesian Learning (2017)

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution (2017)

Effect of Correlations in Swarms on Collective Response (2017)

Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization (2017)

Ultra-wideband aided fast localization and mapping system (2017)

Transition-Based Disfluency Detection using LSTMs. (2017)

Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules (2017)

Supervised vs Unsupervised Models: A Holistic Look at Effort-Aware Just-in-Time Defect Prediction (2017)

Stiffness Customization and Patterning for Property Modulation of Silicone-Based Soft Pneumatic Actuators. (2017)

SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition (2017)

Robust Welding Seam Tracking and Recognition (2017)

Robust visual tracking via co-trained Kernelized correlation filters (2017)

Regularized 2-D complex-log spectral analysis and subspace reliability analysis of micro-Doppler signature for UAV detection (2017)

Quasi-Polar-Based FFBP Algorithm for Miniature UAV SAR Imaging Without Navigational Data (2017)

PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence (2017)

Optimized inter-view prediction based light field image compression with adaptive reconstruction (2017)

Nonlocal Gradient Sparsity Regularization for Image Restoration (2017)

Multi-Task Rank Learning for Image Quality Assessment (2017)

Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators (2017)