Publications - Machine Learning SG

ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction (2019)

Zheng Huang Kai Chen Jianhua He Xiang Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar

information extraction receipt information retrieval deep learning computer science +2 more

2019 International Conference on Document Analysis and Recognition (ICDAR) 10 citations Published 2019-09-01
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard (2019)

Rui Zhang Mingkun Yang Xiang Bai Baoguang Shi Dimosthenis Karatzas Shijian Lu C. V. Jawahar Yongsheng Zhou Qianyi Jiang Qi Song Nan Li Kai Zhou Lei Wang Dong Wang Minghui Liao

chinese characters transcription china ambiguity natural language processing +5 more

2019 International Conference on Document Analysis and Recognition (ICDAR) 6 citations Published 2019-09-01
Gesture Recognition Based on Nano-gold Flexible Sensor using Different Training Modes (2019)

Shurui Sun Shengping Liu Pingao Huang Yanbing Jiang Yuan Wang Menglong Fu Simin Yuan Jinwei Xue Hanjie Deng Zhiyuan Liu Shixiong Chen Guanglin Li

gesture recognition gesture electromyography electrical impedance computer vision +4 more

2019 IEEE International Conference on Cyborg and Bionic Systems (CBS) Published 2019-09-01
Evolutionary Multitasking via Explicit Autoencoding (2019)

Liang Feng Lei Zhou Jinghui Zhong Abhishek Gupta Yew-Soon Ong Kay-Chen Tan A. K. Qin

evolutionary computation genetic transfer human multitasking optimization problem machine learning +5 more

IEEE Transactions on Systems, Man, and Cybernetics 64 citations Published 2019-09-01
Efficient Multi-Class Probabilistic SVMs on GPUs (2019)

Zeyi Wen Jiashuai Shi Bingsheng He Jian Chen Yawen Chen

support vector machine memory management memory footprint deep learning probabilistic logic +6 more

IEEE Transactions on Knowledge and Data Engineering 3 citations Published 2019-09-01
Detection of Fake Images Via The Ensemble of Deep Representations from Multi Color Spaces (2019)

Peisong He Haoliang Li Hongxia Wang

ycbcr color space chrominance convolutional neural network digital image +6 more

2019 IEEE International Conference on Image Processing (ICIP) 7 citations Published 2019-09-01
Dermoscopic Image Segmentation Through the Enhanced High-Level Parsing and Class Weighted Loss (2019)

Xiaohong Wang Henghui Ding Xudong Jiang

image segmentation lesion segmentation convolutional neural network robustness +6 more

2019 IEEE International Conference on Image Processing (ICIP) 5 citations Published 2019-09-01
Denoising Adversarial Networks for Rain Removal and Reflection Removal (2019)

Qian Zheng Boxin Shi Xudong Jiang Ling-Yu Duan Alex C. Kot

ground truth artificial neural network noise reduction pattern recognition inference +6 more

2019 IEEE International Conference on Image Processing (ICIP) 1 citations Published 2019-09-01
DeepDSAIR: Deep 6-DOF camera relocalization using deblurred semantic-aware image representation for large-scale outdoor environments (2019)

Mahdi Abolfazli Esfahani Keyu Wu Shenghai Yuan Han Wang

motion blur deblurring deep learning segmentation computer vision +4 more

Image and Vision Computing 3 citations Published 2019-09-01
Deep collective matrix factorization for augmented multi-view learning (2019)

Ragunathan Mariappan Vaibhav Rajan

unsupervised learning matrix decomposition bayesian optimization matrix matrix completion +6 more

Machine Learning 4 citations Published 2019-09-01
CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images (2019)

Sauradip Nag Raghavendra Ramachandra Palaiahnakote Shivakumara Umapada Pal Tong Lu Mohan Kankanhalli

pattern recognition tracing torso computer science adaptive weighting +6 more

2019 International Conference on Document Analysis and Recognition (ICDAR) Published 2019-09-01
Classification of Non-Tumorous Facial Pigmentation Disorders Using Improved Smote and Transfer Learning (2019)

Jiawei Peng Ruihan Gao Long Nguyen Yunfeng Liang Steven Thng Zhiping Lin

feature extraction transfer of learning deep learning pattern recognition redundancy +6 more

2019 IEEE International Conference on Image Processing (ICIP) Published 2019-09-01
Beyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search (2019)

Zhuo Chen Jie Lin Zhe Wang Vijay Chandrasekhar Weisi Lin

memory footprint artificial neural network feature extraction ranking pattern recognition +6 more

2019 IEEE International Conference on Image Processing (ICIP) 1 citations Published 2019-09-01
Automated plaque classification using computed tomography angiography and Gabor transformations. (2019)

U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Kristen M. Meiburger Joel En Wei Koh Jahmunah Vicnesh Edward J. Ciaccio Oh Shu Lih Sock Keow Tan Raja Rizal Azman Raja Aman Filippo Molinari Kwan Hoong Ng

computed tomography angiography gabor transform image processing probabilistic neural network coronary arteries +6 more

Artificial Intelligence in Medicine Published 2019-09-01
Automated detection of schizophrenia using nonlinear signal processing methods. (2019)

V. Jahmunah Shu Lih Oh V. Rajinikanth Edward J. Ciaccio Kang Hao Cheong N. Arunkumar U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

feature extraction feature selection support vector machine electroencephalography pattern recognition +6 more

Artificial Intelligence in Medicine 40 citations Published 2019-09-01
Are You Paying Attention? Detecting Distracted Driving in Real-Time (2019)

Maitree Leekha Mononito Goswami Rajiv Ratn Shah Yifang Yin Roger Zimmermann

distracted driving grabcut convolutional neural network feature extraction image segmentation +6 more

2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) 4 citations Published 2019-09-01
An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics (2019)

Josey Mathew Prahlad Vadakkepat Ming Luo Chee Khiang Pang

support vector machine data modeling cluster analysis data driven maintenance engineering +5 more

2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Published 2019-09-01
A Unified Neural Coherence Model (2019)

Han Cheol Moon Tasnim Mohiuddin Shafiq Joty Xu Chi

coherence machine translation sentence ranking grammar +4 more

arXiv preprint arXiv:1909.00349 1 citations Published 2019-09-01
A two-streamed network for estimating fine-scaled depth maps from single RGB images (2019)

Jun Li Jun Li Can Yuce Reinhard Klein Angela Yao Angela Yao

depth map rgb color model deep learning computer vision computer science +2 more

Computer Vision and Image Understanding 4 citations Published 2019-09-01
A Log-Gabor Feature-Based Quality Assessment Model for Screen Content Images (2019)

Heng Guo Kai-Kuang Ma Huanqiang Zeng

human visual system model feature extraction image quality chrominance luminance +6 more

2019 IEEE International Conference on Image Processing (ICIP) 1 citations Published 2019-09-01

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ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction (2019)

ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard (2019)

Gesture Recognition Based on Nano-gold Flexible Sensor using Different Training Modes (2019)

Evolutionary Multitasking via Explicit Autoencoding (2019)

Efficient Multi-Class Probabilistic SVMs on GPUs (2019)

Detection of Fake Images Via The Ensemble of Deep Representations from Multi Color Spaces (2019)

Dermoscopic Image Segmentation Through the Enhanced High-Level Parsing and Class Weighted Loss (2019)

Denoising Adversarial Networks for Rain Removal and Reflection Removal (2019)

DeepDSAIR: Deep 6-DOF camera relocalization using deblurred semantic-aware image representation for large-scale outdoor environments (2019)

Deep collective matrix factorization for augmented multi-view learning (2019)

CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images (2019)

Classification of Non-Tumorous Facial Pigmentation Disorders Using Improved Smote and Transfer Learning (2019)

Beyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search (2019)

Automated plaque classification using computed tomography angiography and Gabor transformations. (2019)

Automated detection of schizophrenia using nonlinear signal processing methods. (2019)

Are You Paying Attention? Detecting Distracted Driving in Real-Time (2019)

An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics (2019)

A Unified Neural Coherence Model (2019)

A two-streamed network for estimating fine-scaled depth maps from single RGB images (2019)

A Log-Gabor Feature-Based Quality Assessment Model for Screen Content Images (2019)