Publications - Machine Learning SG

ISAR Cross-Range Scaling by Using Sharpness Maximization (2015)

Jialian Sheng Mengdao Xing Lei Zhang M. Q. Mehmood Lei Yang

inverse synthetic aperture radar radar imaging scaling scale factor maximization +6 more

IEEE Geoscience and Remote Sensing Letters 26 citations Published 2015-01-01
Incremental low-rank and sparse decomposition for compressing videos captured by fixed cameras (2015)

Chongyu Chen Jianfei Cai Weisi Lin Guangming Shi

multiview video coding sparse approximation background subtraction algorithmic efficiency redundancy +6 more

Journal of Visual Communication and Image Representation 13 citations Published 2015-01-01
Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine (2015)

Zuo Bai Liyanaarachchi Lekamalage Chamara Kasun Guang-Bin Huang

3d single object recognition feature extraction extreme learning machine cognitive neuroscience of visual object recognition pattern recognition +7 more

Procedia Computer Science 15 citations Published 2015-01-01
Fusion of multiple parameterisations for DNN-based sinusoidal speech synthesis with multi-task learning. (2015)

Qiong Hu Zhizheng Wu Korin Richmond Junichi Yamagishi Yannis Stylianou Ranniery Maia

multi task learning artificial neural network speech synthesis parametric statistics sinusoidal model +7 more

INTERSPEECH 23 citations Published 2015-01-01
Extreme Learning Machine for Clustering (2015)

Chamara Kasun Liyanaarachchi Lekamalage Tianchi Liu Yan Yang Zhiping Lin Guang-Bin Huang

cluster analysis correlation clustering fuzzy clustering conceptual clustering single linkage clustering +7 more

18 citations Published 2015-01-01
Exploring Prior Knowledge for Pedestrian Detection. (2015)

Yi Yang Zhenhua Wang Fuchao Wu

pedestrian detection detector prior probability computer vision pattern recognition +4 more

British Machine Vision Conference 2015 22 citations Published 2015-01-01
Design-by-analogy: experimental evaluation of a functional analogy search methodology for concept generation improvement (2015)

Katherine Fu Katherine Fu Jeremy Murphy Maria Yang Kevin Otto Dan Jensen Kristin Wood

engineering design process analogy machine learning novelty computer science +5 more

Research in Engineering Design 84 citations Published 2015-01-01
Density-based evolutionary framework for crowd model calibration (2015)

Jinghui Zhong Nan Hu Wentong Cai Michael Lees Linbo Luo

evolutionary algorithm differential evolution data mining machine learning dynamic density +7 more

Journal of Computational Science 24 citations Published 2015-01-01
Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis (2015)

Soujanya Poria Erik Cambria Alexander Gelbukh

multiple kernel learning convolutional neural network feature vector sentiment analysis classifier +7 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 326 citations Published 2015-01-01
Decision support system for the glaucoma using Gabor transformation (2015)

U. Rajendra Acharya U. Rajendra Acharya E.Y.K. Ng Lim Wei Jie Eugene Kevin P. Noronha Lim Choo Min K. Prabhakar Nayak Sulatha V. Bhandary

gabor transform glaucoma receiver operating characteristic principal component analysis kurtosis +7 more

Biomedical Signal Processing and Control 100 citations Published 2015-01-01
Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades (2015)

Garrick Orchard Ajinkya Jayawant Gregory K. Cohen Nitish Thakor

neuromorphic engineering mnist database computer monitor computer vision computer science +6 more

Frontiers in Neuroscience 178 citations Published 2015-01-01
Contextualizing Object Detection and Classification (2015)

Qiang Chen Zheng Song Jian Dong Zhongyang Huang Yang Hua Shuicheng Yan

context model viola jones object detection framework object detection boosting support vector machine +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 101 citations Published 2015-01-01
Compressing 3-D Human Motions via Keyframe-Based Geometry Videos (2015)

Junhui Hou Lap-Pui Chau Nadia Magnenat-Thalmann Ying He

data compression quantization redundancy computer vision decoding methods +7 more

IEEE Transactions on Circuits and Systems for Video Technology 27 citations Published 2015-01-01
Comparison of two-dimensional integration methods for shape reconstruction from gradient data (2015)

Lei Huang Mourad Idir Chao Zuo Konstantine Kaznatcheev Lin Zhou Lin Zhou Anand Asundi

scalar potential least squares algorithm computer vision computer science +2 more

Optics and Lasers in Engineering 76 citations Published 2015-01-01
A successful attack and revision of a chaotic system based fragile watermarking scheme for image tamper detection (2015)

Marco Botta Davide Cavagnino Victor Pomponiu

digital watermarking authentication pixel logistic map chaotic +5 more

Aeu-international Journal of Electronics and Communications 13 citations Published 2015-01-01
A robust global and local mixture distance based non-rigid point set registration (2015)

Yang Yang Sim Heng Ong Kelvin Weng Chiong Foong

point set registration thin plate spline real image minification computer vision +5 more

Pattern Recognition 89 citations Published 2015-01-01
A Review on 3D Printing for Customized Food Fabrication (2015)

Jie Sun Zhuo Peng Weibiao Zhou Jerry Y.H. Fuh Geok Soon Hong Annette Chiu

food processing food industry personalization 3d printing gastronomy +6 more

Procedia Manufacturing 154 citations Published 2015-01-01
A multimodal approach for image de-fencing and depth inpainting (2015)

Sankaraganesh Jonna Vikram S. Voleti Rajiv R. Sahay Mohan S. Kankanhalli

depth map optical flow image restoration color image inpainting +7 more

2015 Eighth International Conference on Advances in Pattern Recognition (ICAPR) 21 citations Published 2015-01-01
A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling (2015)

Luming Zhang Yue Gao Yingjie Xia Qionghai Dai Xuelong Li

categorization pyramid discriminative model support vector machine pattern recognition +5 more

IEEE Transactions on Industrial Electronics 129 citations Published 2015-01-01
A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods (2015)

Ye Ren P. N. Suganthan Narasimalu Srikanth

computational intelligence artificial neural network wind speed support vector machine hilbert huang transform +4 more

IEEE Transactions on Sustainable Energy 171 citations Published 2015-01-01

Previous Next

ISAR Cross-Range Scaling by Using Sharpness Maximization (2015)

Incremental low-rank and sparse decomposition for compressing videos captured by fixed cameras (2015)

Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine (2015)

Fusion of multiple parameterisations for DNN-based sinusoidal speech synthesis with multi-task learning. (2015)

Extreme Learning Machine for Clustering (2015)

Exploring Prior Knowledge for Pedestrian Detection. (2015)

Design-by-analogy: experimental evaluation of a functional analogy search methodology for concept generation improvement (2015)

Density-based evolutionary framework for crowd model calibration (2015)

Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis (2015)

Decision support system for the glaucoma using Gabor transformation (2015)

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades (2015)

Contextualizing Object Detection and Classification (2015)

Compressing 3-D Human Motions via Keyframe-Based Geometry Videos (2015)

Comparison of two-dimensional integration methods for shape reconstruction from gradient data (2015)

A successful attack and revision of a chaotic system based fragile watermarking scheme for image tamper detection (2015)

A robust global and local mixture distance based non-rigid point set registration (2015)

A Review on 3D Printing for Customized Food Fabrication (2015)

A multimodal approach for image de-fencing and depth inpainting (2015)

A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling (2015)

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods (2015)