Publications - Machine Learning SG

Diabetic Retinopathy Classification Using an Efficient Convolutional Neural Network (2019)

Jiaxi Gao Cyril Leung Chunyan Miao

retinopathy diabetic retinopathy convolutional neural network fundus blurred vision +6 more

2019 IEEE International Conference on Agents (ICA) 1 citations Published 2019-10-01
Detection Defect in Printed Circuit Boards using Unsupervised Feature Extraction Upon Transfer Learning (2019)

Ihar Volkau Mujeeb Abdul Wenting Dai Marius Erdt Alexei Sourin

unsupervised learning feature deep learning feature extraction supervised learning +6 more

2019 International Conference on Cyberworlds (CW) 1 citations Published 2019-10-01
Design of a Flexible Articulated Robotic Hand for a Humanoid Robot (2019)

Li Tian Jing Liu Nadia Magnenat Thalmann Daniel Thalmann Jianmin Zheng

humanoid robot six degrees of freedom social robot 3d printing computer vision +6 more

2019 IEEE-RAS 19th International Conference on Humanoid Robots (Humanoids) 1 citations Published 2019-10-01
Dense RGB-D SLAM with Planes Detection and Mapping (2019)

Liang Pan Pengfei Wang Jiawei Cao Chee-Meng Chew

depth map simultaneous localization and mapping match moving rgb color model computer vision +4 more

IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society 1 citations Published 2019-10-01
Deep Learning for Seeing Through Window With Raindrops (2019)

Yuhui Quan Shijie Deng Yixin Chen Hui Ji

convolutional neural network deep learning robustness computer vision channel +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 8 citations Published 2019-10-01
Deep heterogeneous GRU model for predictive analytics in smart manufacturing: Application to tool wear prediction (2019)

Jinjiang Wang Jianxing Yan Chen Li Robert X. Gao Rui Zhao

feature engineering feature learning feature extraction deep learning predictive analytics +6 more

Computers in Industry 18 citations Published 2019-10-01
Deep Graphical Feature Learning for the Feature Matching Problem (2019)

Zhen Zhang Wee Sun Lee

feature learning assignment problem image registration motion analysis pairwise comparison +5 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 11 citations Published 2019-10-01
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding (2019)

Linxiao Yang Ngai-Man Cheung Jiaying Li Jun Fang

graph embedding cluster analysis spectral clustering mixture model autoencoder +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 20 citations Published 2019-10-01
Data-driven Models for Short-term Travel Time Predictio (2019)

Aakash Kumar Narayanan Chaitra Pranesh Sarat Chandra Nagavarapu B. Anil Kumar Justin Dauwels

traffic congestion transportation planning supervised learning deep learning data driven +6 more

2019 IEEE Intelligent Transportation Systems Conference (ITSC) Published 2019-10-01
Counterfactual Critic Multi-Agent Training for Scene Graph Generation (2019)

Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang

supervised learning scene graph counterfactual thinking message passing artificial intelligence +4 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 28 citations Published 2019-10-01
Correction to: Adaptive random forests for evolving data stream classification (2019)

Heitor Murilo Gomes Albert Bifet Jesse Read Jesse Read Jean Paul Barddal Fabrício Enembreck Bernhard Pfahringer Geoff Holmes Talel Abdessalem Talel Abdessalem

spelling random forest data stream natural language processing computer science +1 more

Machine Learning 3 citations Published 2019-10-01
Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled Data (2019)

Yong Zhang Haiyong Jiang Baoyuan Wu Yanbo Fan Qiang Ji

feature concatenation pattern recognition artificial intelligence fusion +5 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 7 citations Published 2019-10-01
Comprehensive evaluation of twin SVM based classifiers on UCI datasets (2019)

Muhammad Tanveer Chandan Gautam Ponnuthurai N. Suganthan

support vector machine ranking statistical hypothesis testing machine learning benchmarking +3 more

Applied Soft Computing 12 citations Published 2019-10-01
Classification of brain signal (EEG) induced by shape-analogous letter perception (2019)

Rohit Bose Sim Kuan Goh Kian Foong Wong Nitish V. Thakor Anastasios Bezerianos Junhua Li Junhua Li Junhua Li

binary classification linear discriminant analysis support vector machine discriminative model random forest +6 more

Advanced Engineering Informatics 1 citations Published 2019-10-01
CARAFE: Content-Aware ReAssembly of FEatures (2019)

Jiaqi Wang Kai Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin

overhead object detection upsampling inpainting network architecture +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 28 citations Published 2019-10-01
Boosting palmprint identification with gender information using DeepNet (2019)

Tingting Chai Shitala Prasad Shenghui Wang

convolutional neural network biometrics boosting motion blur pattern recognition +4 more

Future Generation Computer Systems 3 citations Published 2019-10-01
Automatic image annotation with real-world community contributed data set (2019)

Feng Tian Feng Tian Xukun Shen Fuhua Shang

image retrieval automatic image annotation information retrieval computer graphics machine learning +7 more

Multimedia Systems 5 citations Published 2019-10-01
Automatic Detection of Parking Violation and Capture of License Plate (2019)

Zhemin Liu Weiling Chen Chai Kiat Yeo

object detection template matching license real time computing segmentation +6 more

2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Published 2019-10-01
Attribute Manipulation Generative Adversarial Networks for Fashion Images (2019)

Kenan Ak Ashraf Kassim Joo-Hwee Lim Jo Yew Tham

image retrieval discriminator machine learning artificial intelligence generative grammar +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 19 citations Published 2019-10-01
Analysis of Information Leakage from MCU using Neural Network (2019)

Si-Ping Gao Yingkai Guo Zaw Thet Aung Yong-Xin Guo

information leakage leakage electromagnetics electromagnetic compatibility microcontroller +6 more

2019 12th International Workshop on the Electromagnetic Compatibility of Integrated Circuits (EMC Compo) Published 2019-10-01

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Diabetic Retinopathy Classification Using an Efficient Convolutional Neural Network (2019)

Detection Defect in Printed Circuit Boards using Unsupervised Feature Extraction Upon Transfer Learning (2019)

Design of a Flexible Articulated Robotic Hand for a Humanoid Robot (2019)

Dense RGB-D SLAM with Planes Detection and Mapping (2019)

Deep Learning for Seeing Through Window With Raindrops (2019)

Deep heterogeneous GRU model for predictive analytics in smart manufacturing: Application to tool wear prediction (2019)

Deep Graphical Feature Learning for the Feature Matching Problem (2019)

Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding (2019)

Data-driven Models for Short-term Travel Time Predictio (2019)

Counterfactual Critic Multi-Agent Training for Scene Graph Generation (2019)

Correction to: Adaptive random forests for evolving data stream classification (2019)

Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled Data (2019)

Comprehensive evaluation of twin SVM based classifiers on UCI datasets (2019)

Classification of brain signal (EEG) induced by shape-analogous letter perception (2019)

CARAFE: Content-Aware ReAssembly of FEatures (2019)

Boosting palmprint identification with gender information using DeepNet (2019)

Automatic image annotation with real-world community contributed data set (2019)

Automatic Detection of Parking Violation and Capture of License Plate (2019)

Attribute Manipulation Generative Adversarial Networks for Fashion Images (2019)

Analysis of Information Leakage from MCU using Neural Network (2019)