Xinbo Gao
Xinbo Gao,
a Chinese electrical engineer, computer scientist, and full professor and director of the Video and Image Processing System (VIPS) Laboratory, School of Electronic Engineering, Xidian University, Xi'an, Shaanxi Province.
He holds a Bachelor in electronic engineering, and Master and Ph.D. degrees in signal processing and information processing from Xidian University in 1994, 1997 and 1999, respectively.
His research interests include visual information perception, pattern recognition, Fuzzy clustering, machine learning, computational intelligence [2], and applying deep learning with convolutional neural networks to facial recognition.
Contents
(D, d)-OM Search
In the late 90s, Xinbo Gao was research fellow in Hiroyuki Iida's group at Shizuoka University, Hamamatsu, Japan, where he worked along with Hiroyuki Iida, Jos Uiterwijk, and Jaap van den Herik on a generalization of opponent model search, called (D, d)-OM search, where D stands for the depth of search by the player and d for the opponent’s depth of search [3].
Selected Publications
1997 ...
- Xinbo Gao (1997). New Fuzzy Clustering Algorithms based on Neural Networks and Evolutionary Computation. Master thesis, Xidian University, advisor Weixin Xie [6]
- Xinbo Gao, Hiroyuki Iida, Jos Uiterwijk, Jaap van den Herik (1998). A Speculative Strategy. CG 1998
- Xinbo Gao (1999). Parameter Optimization and Applications of Fuzzy Clustering Algorithms. Ph.D. thesis, Xidian University, advisor Weixin Xie
2000 ...
- Xinbo Gao, Li Jie, Weixin Xie (2000). Parameter optimization in FCM clustering algorithms. WCC 2000 - ICSP 2000
- Xinbo Gao, Xiao'ou Tang (2000). Automatic News Video Caption Extraction and Recognition. IDEAL 2000
- Xinbo Gao, Hiroyuki Iida, Jos Uiterwijk, Jaap van den Herik (2001). Strategies anticipating a difference in search depth using opponent-model search. Theoretical Computer Science, Vol. 252, Nos. 1–2
- Xinbo Gao, Xiao'ou Tang (2002). Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing. Transactions on Circuits and Systems for Video Technology, Vol. 12, No, 9
- Chunna Tian, Guoliang Fan, Xinbo Gao (2008). Multi-view face recognition by nonlinear tensor decomposition. ICPR 2008
- Xinbo Gao, Chunna Tian (2009). Multi-view face recognition based on tensor subspace analysis and view manifold modeling. Neurocomputing, Vol. 72, Nos. 16-18
2010 ...
- Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li (2010). A survey of graph edit distance. Pattern Analysis and Applications, Vol. 13, No. 1 [7]
- Zhenxing Niu, Qi Tian, Xinbo Gao (2010). Real-world trajectory extraction for attack pattern analysis in soccer video. ACM Multimedia 2010
- Aiman M. Mousa, Xinbo Gao, Mohamed Elmahalawy (2014). Single Image Super-resolution Reconstruction with Neural Network and Gaussian Process Regression. ICIMCS 2014
- Yuqian Zhang, Nannan Wang, Shengchuan Zhang, Jie Li, Xinbo Gao (2016). Fast Face Sketch Synthesis via KD-Tree Search. ECCV Workshops [8]
- Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua (2016). Ordinal Regression with Multiple Output CNN for Age Estimation. CVPR 2016, pdf
- Adeel Akram, Nannan Wang, Xinbo Gao, Jie Li (2018). Integrating GAN with CNN for Face Sketch Synthesis. ICCC 2018
- Bo Yuan, Xinbo Gao, Zhenxing Niu, Qi Tian (2019). Discovering Latent Topics by Gaussian Latent Dirichlet Allocation and Spectral Clustering. ACM TOMM, Vol. 15, No. 1
External Links
References
- ↑ Image cropped from Xinbo Gao's Homepage
- ↑ Xinbo Gao's Homepage
- ↑ Xinbo Gao, Hiroyuki Iida, Jos Uiterwijk, Jaap van den Herik (1998). A Speculative Strategy. CG 1998
- ↑ dblp: Xinbo Gao
- ↑ Xinbo Gao - Google Scholar Citations
- ↑ Xinbo Gao's Resume
- ↑ Graph edit distance from Wikipedia
- ↑ k-d tree from Wikipedia
