领域:新一代信息技术产业 学校:复旦大学职称:教授
脉冲耦合神经网络时空编码人工神经网络仿生建模图像处理模式识别...
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发表论文100多篇,其中SCI/EI检索70多篇,Google Scholar中引用一千余次; 专著1部(科学出版社,北京);合著4部(美国NOVA科学出版社,其中4章)。
专著:
1. 顾晓东. 时空编码脉冲耦合神经网络理论及应用.科学出版社, 北京, 2017年10月. (313页,ISBN 978-7-03-054805-4)
合著:
Xiaodong Gu. Autonomous robot navigation using different features and hierarchical discriminant regression. Chapter 6 in "Robot Vision: Strategies, Algorithms and Motion Planning"(ISBN: 978-1-60692-091-6), Nova Science Publishers, 2009,pp.279-300.
Xiaodong Gu. A non-deterministic delay-neural-network-based approach to shortest path computation in Networks. Chapter 6 in"Large Scale Computations, Embedded Systems and Security"(ISBN: 978-1-60741-307-3), Nova Science Publishers, 2010, pp.103-116.
Xiaodong Gu.Orientation and Contour Extraction Model Using Unit-Linking pulse coupled neural networks. Chapter 9 in"Visual Cortex: New Research"(ISBN: 978-1-60456-530-0), Nova Science Publishers, 2008,pp.301-322.
Xiaodong Gu. Spatial-temporal-coding Pulse Coupled Neural Network and its Applications. Chapter 5 in "Neuronal Networks new Horizons"(ISBN: 1-60021-485-1), Nova Science Publishers, 2007, pp.137-179.
代表性论文:
Lecheng Zhou, Xiaodong Gu. Embedding topological features into convolutional neural network salient object detection. Neural Networks. Accepted. 2019
Mengmeng Liao, Xiaodong Gu.Subspace clustering based on alignment and graph embedding. Knowledge Based Systems. Accepted. 2019
Mengmeng Liao, Xiaodong Gu. Face recognition approach by subspace extended sparse representation and feature learning. Neurocomputing . Accepted. 2019
Lecheng Zhou, Xiaodong Gu. Deep supervised visual saliency model addressing low-level features. Journal of Ambient Intelligence and Humanized Computing. Accepted. 2019
Mengmeng Liao, Xiaodong Gu. Face recognition based on dictionary learning and subspace learning. Digital Signal Processing, 2019,90:110-124.
Mengmeng Liao, Xiaodong Gu. Face recognition algorithm based on feature descriptor and weighted linear sparse representation.IET Image Processing. Accepted. 2019
Mengmeng Liao, Xiaodong Gu . Face recognition using feature coding and non local constraint-based sparse representation classifier.Journal of Electronic Imaging, 2018,27(5), 18 pages. Article number: 053050.
Mengmeng Liao, Xiaodong Gu. Hybrid classification approach using extreme learning machine and sparse representation classifier with adaptive threshold. IET Signal Processing ,2018,12(7):811-818.
Youcai
zhang, Jiayao Cao, Xiaodong Gu专利、著作版权等