High-Dimensional Space Geometrical Informatics and its applications to image restoration

With a view to solve the problems in modern information science, we put forward a new subject named High-Dimensional Space Geometrical Informatics (HDSGI). It builds a bridge between information science and point distribution analysis in high-dimensional space. A good many experimental results certified the correctness and availability of the theory of HDSGI. The proposed method for image restoration is an instance of its application in signal processing. Using an iterative "further blurring-debluring-further blurring" algorithm, the deblured image could be obtained.

With a view to solve the problems in modern information science, we put forward a new subject named High-Dimensional Space Geometrical Informatics (HDSGI). It builds a bridge between information science and point distribution analysis in high-dimensional space. A good many experimental results certified the correctness and availability of the theory of HDSGI. The proposed method for image restoration is an instance of its application in signal processing. Using an iterative "further blurring-debluring-further blurring" algorithm, the deblured image could be obtained.

zhangdi于2010-03-29批量导入

zhangdi于2010-03-29批量导入

Univ Electr Sci & Technol China.; Chinese Univ Hong Kong.; Asia Pacific Neural Network Assembly.; European Neural Network Soc.; IEEE Circuits & Syst Soc.; IEEE Computat Intelligence Soc.; Int Neural Network Soc.; Natl Nat Sci Fdn China.; KC Wong Educ Fdn Hong Kong.

Chinese Acad Sci, Inst Semicond, Lab Artificial Neurol Networks, Beijing 100083, Peoples R China

Univ Electr Sci & Technol China.; Chinese Univ Hong Kong.; Asia Pacific Neural Network Assembly.; European Neural Network Soc.; IEEE Circuits & Syst Soc.; IEEE Computat Intelligence Soc.; Int Neural Network Soc.; Natl Nat Sci Fdn China.; KC Wong Educ Fdn Hong Kong.