| Presentation | 2005-10-20 A Psychologically-Inspired VLSI Brain Model System for Human-Like Image Recognition Tadashi SHIBATA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A psychologically-inspired VLSI brain model has been developed to perform human-like flexible information processing. The system stores a vast quantity of past experience in the on-chip memory and the most relevant event in the past is automatically recalled in an immediate response to the current input. Since the search is carried out by a fully parallel processing on the chip, the response is extremely fast. In order to carry out human-like image recognition using the system, an edge-based image representation algorithm called Projected Principal-Edge Distribution (PPED) has been developed. It represents a two-dimensional image by a feature vector that very well preserves the human perception of similarity of images in the vector space, thus allowing us to perform robust image classification. The application of the system to handwritten pattern recognition, medical radiograph analysis, and face detection are presented as illustrative examples. Since the PPED vector generation is a computationally very expensive processing, a dedicated vector-generation VLSI processor employing mixed-signal architecture has been developed aiming at real time applications. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | VLSI / analog VLSI / digital processor / image processing / image recognition / vector quantization / psychological brain model / soft computing |
| Paper # | SIP2005-109,ICD2005-128,IE2005-73 |
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| Conference Information | |
| Committee | ICD |
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| Conference Date | 2005/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Integrated Circuits and Devices (ICD) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Psychologically-Inspired VLSI Brain Model System for Human-Like Image Recognition |
| Sub Title (in English) | |
| Keyword(1) | VLSI |
| Keyword(2) | analog VLSI |
| Keyword(3) | digital processor |
| Keyword(4) | image processing |
| Keyword(5) | image recognition |
| Keyword(6) | vector quantization |
| Keyword(7) | psychological brain model |
| Keyword(8) | soft computing |
| 1st Author's Name | Tadashi SHIBATA |
| 1st Author's Affiliation | Department of Frontier Informatics, School of Frontier Science, The University of Tokyo() |
| Date | 2005-10-20 |
| Paper # | SIP2005-109,ICD2005-128,IE2005-73 |
| Volume (vol) | vol.105 |
| Number (no) | 351 |
| Page | pp.pp.- |
| #Pages | 9 |
| Date of Issue | |