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Dr. Xuejie Zhang obtained his BEng (1st class honors) in 2006 and PhD in 2010, both from School of Computer Engineering, Nanyang Technological University, Singapore. He worked as a research assistant from 2010 to 2011 in Center for Multimedia and Network Technology, SCE, NTU, Singapore. He worked as a research scientist from 2011 to 2012 in Temasek Laboratories@NTU, Singapore. His research interests include image processing and computer vision, vision based control, visual attention, image retargeting, autonomous navigation, computer graphics and sparse coding.
Dr. Xuejie Zhang obtained his BEng (1st class honors) in 2006 and PhD in 2010, both from School of Computer Engineering, Nanyang Technological University, Singapore. He worked as a research assistant from 2010 to 2011 in Center for Multimedia and Network Technology, SCE, NTU, Singapore. He worked as a research scientist from 2011 to 2012 in Temasek Laboratories@NTU, Singapore. His research interests include image processing and computer vision, vision based control, visual attention, image retargeting, autonomous navigation, computer graphics and sparse coding.
Email: zhangxuejie@gmail.com
Publications
Journals
Xuejie Zhang, Yiqun Hu and Deepu Rajan, "Dynamic Distortion Maps for Image Retargeting," in Journal of Visual Communication and Image Representation, vol. 24, no. 1, pp. 81-92, 2013.
Xuejie Zhang and Alex Leng Phuan Tay, "A Spatial Variant Approach for Vergence Control in Complex Scenes," Image and Vision Computing, vol. 29, no. 1, pp. 64-77, 2011. [PDF]
Xuejie Zhang and Alex Leng Phuan Tay, "A Binocolur Vision System with Attentive Saccade and Spatial Variant Vergence Control," Cybernetics and Systems, vol. 42, no. 1, pp. 45-63, 2011. [PDF]
Xuejie Zhang and Alex Leng Phuan Tay, "Binocular Vergence Control using Disparity Energy Neurons," Journal of Experimental & Theoretical Artificial Intelligence, vol. 23, no. 2, pp. 201-222, 2011. [PDF]
Xuejie Zhang and Alex Leng Phuan Tay, "A Physical System for Binocular Vision through Saccade Generation and Vergence Control," Cybernetics and Systems, vol. 40, no. 6, pp. 549-568, 2009.
Conferences
Xuejie Zhang, Alex Leng Phuan Tay, Brian Ji Hua Ang and Gee Wah Ng, "Fusion of Visual and Compass Sensors for Location Recognition," in International Conference on Information Fusion (FUSION), Singapore, 2012.
Xuejie Zhang, Zhixiang Ren, Deepu Rajan and Yiqun Hu, "Salient Object Detection through Over-Segmentation," in IEEE International Conference on Multimedia and Expo (ICME), Melbourne, 2012. [PDF] [CODE] (You need the EDISON Matlab Interface. Probably you have to recompile it.)
Xuejie Zhang and Alex Leng Phuan Tay, "Neural Network Assisted Localization for Topological Navigation," in International Conference on Cognitive and Neural Systems (ICCNS), Boston, 2012.
Xuejie Zhang and Alex Leng Phuan Tay, "A Phase-Shift Disparity Energy Model using Image Pyramid for Vergence Control," in International Conference on Cognitive and Neural Systems (ICCNS). Bonston, 2009.
Xuejie Zhang, Alex Leng Phuan Tay, and Alexander Stanza Tan, "Neural Classification of Objects Based on Gabor Signature," in International Joint Conference on Neural Networks (IJCNN). Hong Kong, 2008.
Raymond Chun Kiat Ho, Alex Leng Phuan Tay, and Xuejie Zhang, "Progressive Learning Paradigms using the Parallel K-Iterations Fast Learning Artificial Neural Network," in International Joint Conference on Neural Networks (IJCNN). Orlando, 2007.
Xuejie Zhang and Alex Leng Phuan Tay, "Fast Learning Artificial Neural Network (FLANN) Based Color Image Segmentation in R-G-B-S-V Cluster Space," in International Joint Conference on Neural Networks (IJCNN). Orlando, 2007.
Xuejie Zhang, Alex Leng Phuan Tay, and Peiyuan Liang, "Bio-Inspired Vergence Control Model for Distance Estimation of Foveal and Peripheral Objects," in International Conference on Cognitive and Neural Systems (ICCNS). Boston, 2007.
Xuejie Zhang and Alex Leng Phuan Tay, "Baseline Independent Binocular Vergence Control of 2 DOF Pan-Tilt Cameras using a Visual Cortical Model," in International Conference in Control, Automation, Robotics and Vision (ICARCV). Singapore, 2006.
Xuejie Zhang, Alex Leng Phuan Tay, and Abhinav Saxena, "Vergence Control of 2 DOF Pan-Tilt Binocular Cameras using a Log-Polar Representation of the Visual Cortex," in International Joint Conference on Neural Networks (IJCNN). Vancouver, 2006.
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