Publications - Machine Learning SG

Pentadent-Net: Pedestrian Attribute Recognition With Distance Refinement And Correlation Mining (2020)

Yuan Liu Maoqing Tian Jun Hou Shuai Yi Zhiping Lin

feature extraction pattern recognition convolution computer science peta +3 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01
Optic Disc Classification by Deep Learning versus Expert Neuro-Ophthalmologists. (2020)

Valérie Biousse Nancy J. Newman Raymond P. Najjar Caroline Vasseneix Xinxing Xu Daniel S. Ting Daniel S. Ting Léonard B. Milea Jeong Min Hwang Dong Hyun Kim Hee Kyung Yang Steffen Hamann John J. Chen Yong Liu Tien Yin Wong Tien Yin Wong Dan Milea Dan Milea Bonsai (Brain)

optic disk optic disc papilledema fundus receiver operating characteristic +6 more

Annals of Neurology Published 2020-10-01
Opencc – an open Benchmark data set for Corpus Callosum Segmentation and Evaluation (2020)

Xulei Yang Xin Zhao Gabriel Tjio Cen Chen Li Wang Bihan Wen Yi Su

image segmentation segmentation deep learning pattern recognition benchmark +6 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01
Object Tracking Via ImageNet Classification Scores (2020)

Li Wang Ting Liu Bing Wang Jie Lin Xulei Yang Gang Wang

video tracking convolutional neural network eye tracking feature extraction computer vision +6 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding (2020)

Jun Liu Amir Shahroudy Mauricio Perez Gang Wang Ling-Yu Duan Alex C. Kot

feature extraction activity recognition deep learning rgb color model pattern recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 108 citations Published 2020-10-01
Nondestructive Identification of Coal and Gangue via Near-Infrared Spectroscopy Based on Improved Broad Learning (2020)

Liang Zou Xinhui Yu Ming Li Meng Lei Han Yu

mahalanobis distance lasso outlier anomaly detection gangue +6 more

IEEE Transactions on Instrumentation and Measurement Published 2020-10-01
New metric learning model using statistical inference for kinship verification (2020)

Xiaoqian Qin Dakun Liu Bin Gui Dong Wang

similarity measure statistical inference mahalanobis distance mixture distribution pairwise comparison +6 more

Applied Soft Computing Published 2020-10-01
Multi-scale deep intra-class transfer learning for bearing fault diagnosis (2020)

Xu Wang Changqing Shen Min Xia Dong Wang Jun Zhu Zhongkui Zhu

transfer of learning deep learning conditional probability distribution classifier generalizability theory +6 more

Reliability Engineering & System Safety 4 citations Published 2020-10-01
MAM: Mixed Attention Module with Random Disruption Augmentation for Image Classification (2020)

Weiyu Zeng Jiuwen Cao Jianzhong Wang Xiaoping Lai Zhiping Lin

contextual image classification pattern recognition computer science artificial intelligence

2020 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2020-10-01
Joint Statistical and Spatial Sparse Representation for Robust Image and Image-Set Classification (2020)

Hao Cheng Bihan Wen

sparse approximation contextual image classification robustness neural coding data modeling +6 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01
Is Using Deep Learning Frameworks Free? Characterizing Technical Debt in Deep Learning Frameworks (2020)

Jiakun Liu Qiao Huang Xin Xia Emad Shihab David Lo Shanping Li

technical debt debt software quality accounting documentation +6 more

2020 IEEE/ACM 42nd International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS) 1 citations Published 2020-10-01
Is it real? A study on detecting deepfake videos (2020)

Nyein Nyein Thaw Thin July Aye Nu Wai Dion Hoe‐Lian Goh Alton Y.K. Chua

computer science computer vision artificial intelligence

Proceedings of the Association for Information Science and Technology Published 2020-10-01
Introduction to the Special Section on Contextual Object Analysis in Complex Scenes (2020)

Meng Wang Xianglong Liu Xun Yang Liang Zheng

deep learning word error rate computer vision computer science artificial intelligence +2 more

IEEE Transactions on Circuits and Systems for Video Technology Published 2020-10-01
Generalized and Discriminative Collaborative Representation for Multiclass Classification (2020)

Yulong Wang Yap-Peng Tan Yuan Yan Tang Hong Chen Cuiming Zou Luoqing Li

multiclass classification discriminative model machine learning regularization computer science +3 more

IEEE Transactions on Systems, Man, and Cybernetics Published 2020-10-01
Fired Neuron Rate Based Decision Tree for Detection of Adversarial Examples in DNNs (2020)

Si Wang Wenye Liu Chip-Hong Chang

decision tree artificial intelligence adversarial system computer science

2020 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2020-10-01
Ensemble Tracking Based on Diverse Collaborative Framework With Multi-Cue Dynamic Fusion (2020)

Yamin Han Peng Zhang Tao Zhuo Wei Huang Yufei Zha Yanning Zhang

robustness discriminative model heuristic machine learning computer science +5 more

IEEE Transactions on Multimedia Published 2020-10-01
Edge-Gan: Edge Conditioned Multi-View Face Image Generation (2020)

Heqing Zou Kenan E. Ak Ashraf A. Kassim

pixel computer vision computer science artificial intelligence face synthesis +1 more

2020 IEEE International Conference on Image Processing (ICIP) 3 citations Published 2020-10-01
Deep supervised feature selection for social relationship recognition (2020)

Mengyin Wang Xiaoyu Du Xiangbo Shu Xun Wang Jinhui Tang

feature selection deep learning discriminative model machine learning computer science +4 more

Pattern Recognition Letters Published 2020-10-01
Data Representation in Hybrid Coding Framework for Feature Maps Compression (2020)

Zhuo Chen Ling-Yu Duan Shiqi Wang Weisi Lin Alex C. Kot

feature extraction coding external data representation deep learning redundancy +6 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01
Content-Dependency Reduction With Multi-Task Learning In Blind Stitched Panoramic Image Quality Assessment (2020)

Jingwen Hou Weisi Lin Baoquan Zhao

multi task learning image quality feature extraction overfitting deep learning +6 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-10-01

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Pentadent-Net: Pedestrian Attribute Recognition With Distance Refinement And Correlation Mining (2020)

Optic Disc Classification by Deep Learning versus Expert Neuro-Ophthalmologists. (2020)

Opencc – an open Benchmark data set for Corpus Callosum Segmentation and Evaluation (2020)

Object Tracking Via ImageNet Classification Scores (2020)

NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding (2020)

Nondestructive Identification of Coal and Gangue via Near-Infrared Spectroscopy Based on Improved Broad Learning (2020)

New metric learning model using statistical inference for kinship verification (2020)

Multi-scale deep intra-class transfer learning for bearing fault diagnosis (2020)

MAM: Mixed Attention Module with Random Disruption Augmentation for Image Classification (2020)

Joint Statistical and Spatial Sparse Representation for Robust Image and Image-Set Classification (2020)

Is Using Deep Learning Frameworks Free? Characterizing Technical Debt in Deep Learning Frameworks (2020)

Is it real? A study on detecting deepfake videos (2020)

Introduction to the Special Section on Contextual Object Analysis in Complex Scenes (2020)

Generalized and Discriminative Collaborative Representation for Multiclass Classification (2020)

Fired Neuron Rate Based Decision Tree for Detection of Adversarial Examples in DNNs (2020)

Ensemble Tracking Based on Diverse Collaborative Framework With Multi-Cue Dynamic Fusion (2020)

Edge-Gan: Edge Conditioned Multi-View Face Image Generation (2020)

Deep supervised feature selection for social relationship recognition (2020)

Data Representation in Hybrid Coding Framework for Feature Maps Compression (2020)

Content-Dependency Reduction With Multi-Task Learning In Blind Stitched Panoramic Image Quality Assessment (2020)