University of Missouri-Columbia Engineering Computer Science University of Missouri-Columbia Engineering Computer Engr & Computer Sci Professor Of Comp Engr & Comp Sci University of Missouri-Columbia Engineering Computer Science Professor University of Missouri-Columbia Engineering Computer Science Professor | |
Expertise and Research InterestsThis research evaluates image motion analysis using a model- fitting estimator developed by the Principal Investigator. This estimator, which fits the unknown likelihood function with a function selected from a multi-scale family of model likelihood functions, is claimed to be highly robust, less dependent on initial guesses, and resistant to data confusion in multi-object tracking. The method has so far been tested with simulated data; tests would be expanded to real data from both laboratory and outdoorscenes, including mixed modalities with range and visual images. KeywordsCOS Keywords:Computer and Information Sciences, Information Science Or Systems, Robotics.Additional Terms:Information Systems, Robotics and Machine Intelligence.Funding Received- National Science Foundation (NSF), 9112649, Robust Image - Motion Analysis, $75,952 (Estimated), March 15, 1992-February 28, 1994 (Estimated)
Publications- Vass Jozsef, Chai Bing-Bing, Zhuang Xinhua, Significance-linked wavelet video coder, ICASSP, IEEE International Conference on Acoustics, Speech and Signal, 5, 2829-2832, 1998
- Shi Hongchi, Zhao Yunxin, Zhuang Xinhua, General model for bidirectional associative memories, IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, 28(4), 511-519, 1998
- Shi Hongchi, Zhao Yunxin, Zhuang Xinhua, GBAM: A general bidirectional associative memory model, IEEE International Conference on Neural Networks - Conference Proceedings, 2, 1205-1209, 9 Jun 1997
- Zhuang Xinhua, Zhao Yunxin, Parallel, finite-convergence learning algorithms for relaxation labeling processes, Processing - Proceedings, 4, 3225-3228, 21 Apr 1997
- Chai Bing-Bing, Vass Jozsef, Zhuang Xinhua, Highly efficient codec based on significance-linked connected-component analysis of wavelet coefficients, Proceedings of SPIE - The International Society for Optical Engineering, 3078, 647-655, 1997
- Chai Bing-Bing, Vass Jozsef, Zhuang Xinhua, Significance-linked connected component analysis for low bit rate image coding, IEEE International Conference on Image Processing, 2, 637-640, 1997
- Vass Jozsef, Zhao Yunxin, Zhuang Xinhua, Adaptive forward-backward quantizer for low bit rate high-quality speech coding, IEEE Transactions on Speech and Audio Processing, 5(6), 552-557, 1997
- Zhuang Xinhua, Shi Hongchi, Zhao Yunxin, General auto-associative memory model, IEEE International Conference on Neural Networks - Conference Proceedings, 1, 549-554, 3 Jun 1996
- Zhuang Xinhua, Zhao Yunxin, Unification of relaxation labeling and associative memory, Processing - Proceedings, 6, 3406-3409, 7 May 1996
- Huang Yan, Zhuang Xinhua, Yang Changsheng, Two block-based motion compensation methods for video coding, IEEE Transactions on Circuits and Systems for Video Technology, 6(1), 123-126, 1996
- Chai Bing-Bing, Huang Tong, Zhuang Xinhua, Zhao Yunxin, Sklansky Jack, Piecewise linear classifiers using binary tree structure and genetic algorithm, Pattern Recognition, 29(11), 1905-1917, 1996
- Zhuang Xinhua, Huang Yan, Palaniappan K, Zhao Yunxin, Gaussian mixture density modeling, decomposition, and applications, IEEE Transactions on Image Processing, 5(9), 1293-1302, 1996
- Zhuang Xinhua, Relaxation labeling and associative memory, IEEE International Conference on Neural Networks - Conference Proceedings, 4, 1611-1616, 27 Nov 1995
- Palaniappan K, Huang Yan, Zhuang Xinhua, Hasler A Frederick, Robust stereo analysis, Proceedings of the IEEE International Conference on Computer Vision, 175-181, 21 Nov 1995
- Huang Yan, Zhuang Xinhua, Motion-partitioned adaptive block matching for video compression, IEEE International Conference on Image Processing, 1, 554-557, 23 Oct 1995
- Huang Yan, Zhuang Xinhua, Adaptively refined block matching algorithm for motion compensated video coding, IEEE Transactions on Circuits and Systems for Video Technology, 5(1), 56-59, 1995
- Huang Yan, Palaniappan Kannappan, Zhuang Xinhua, Cavanaugh Joseph E, Optic flow field segmentation and motion estimation using a robust genetic partitioning algorithm, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(12), 1177-1190, 1995
- Zhao Yunxin, Zhuang Xinhua, Ting Sheu-Jen, Gaussian mixture density modeling of non-Gaussian source for autoregressive process, IEEE Transactions on Signal Processing, 43(4), 894-903, 1995
- Zhuang Xinhua, Huang Yan, Yu Frank A, Zhang Peng, Neural net algorithm for multidimensional minimum relative-entropy spectral analysis, IEEE Transactions on Signal Processing, 42(2), 489-491, 1994
- Zhuang Xinhua, Huang Yan, Yu Frank A, Design of Hopfield content-addressable memories, IEEE Transactions on Signal Processing, 42(2), 492-495, 1994
- Zhuang Xinhua, Huang Yan, Robust 3-D-3-D pose estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16(8), 818-824, 1994
- Zhuang Xinhua, Decomposition of morphological structuring elements, Journal of Mathematical Imaging and Vision, 4(1), 5-18, 1994
- Zhuang Xinhua, Huang Yan, Robust 3D-3D pose estimation, 567-572, 11 May 1993
- Zhuang Xinhua, Huang Yan, Chen Su-Shing, Better learning for bidirectional associative memory, Neural Networks, 6(8), 1131-1146, 1993
- Zhuang Xinhua, Chen Ling, Chen Su-Shing, Experimental comparison between maximum entropy and minimum relative-entropy spectral analysis, IEEE Transactions on Signal Processing, 41(4), 1730-1734, 1993
- Zhuang Xinhua, Huang Yan, Zhao Yunxin, Perceptron Hamming-stability learning rule for Hopfield associative memory, Proceedings of SPIE - The International Society for Optical Engineering, 1766, 506-517, 20 Jul 1992
- Zhuang Xinhua, Zhao Yunxin, Chiu Ming Yee, Morphological structuring image decomposition, Signal Processing, 4, 2541-2544, 14 May 1991
- Zhao Yunxin, Wakita Hisashi, Zhuang Xinhua, An HMM based speaker-independent continuous speech recognition system with experiments on the TIMIT database, Signal Processing, 1, 333-336, 14 May 1991
- Zhuang Xinhua, Zhao Yunxin, Huang Thomas S, Neutral net algorithm for multidimensional maximum entropy spectrum estimation, Neural Networks, 4(5), 619-626, 1991
- Zhao Yunxin, Atlas Les E, Zhuang Xinhua, Application of the Gibbs distribution to hidden Markov modeling in speaker independent isolated word recognition, IEEE Transactions on Signal Processing, 39(6), 1291-1299, 1991
- Zhuang Xinhua, Haralick Robert M, Zhao Yunxin, Maximum entropy image reconstruction, IEEE Transactions on Signal Processing, 39(6), 1478-1480, 1991
- Zhuang Xinhua, Joo Hyonam, Oh Seho, Zhao Yunxin, Huang Thomas S, An analog neural net performing multidimensional maximum entropy spectral estimation, Signal Processing, 4, 2077-2080, 3 Apr 1990
- Zhuang Xinhua, Huang Yan, Robust 3D-3D pose estimation, 567-572
Profile DetailsIndividual Expertise profile of Xinhua Zhuang, Copyright Xinhua Zhuang. © COS Expertise TM, 2008, ProQuest LLC All rights reserved. |