| Presentation | 2000/1/20 Object Recognition Based on the Analysis of Human Actions Seiji Kimura, Michael Hild, Yoshiaki Shirai, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is difficult to recognize objects of similar color and texture when they are adjacent or partially occluded each other in an image. This paper describes a method for separating and recognizing objects photographed under such conditions. The method is based on the analysis of human action observed in an image sequence of the scene and the use of models of object classes expected to be present in the scene. In the first stage, an object's class and its 3-dimensional location and direction are estimated through an analysis of human action and the use of 3-D data points. In the second stage, the areas in which objects are likely to exist are delimited in key frames by fitting object models to 3-D data points. And in a third stage, exact segmentation of object regions is performed based on color and 3-D point information. As a concrete example, we study the separation and recognition of chairs and use as human action the process of a "man sits down on chair." |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | human action / object model / object segmentation / object recognition |
| Paper # | PRMU99-202 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2000/1/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Object Recognition Based on the Analysis of Human Actions |
| Sub Title (in English) | |
| Keyword(1) | human action |
| Keyword(2) | object model |
| Keyword(3) | object segmentation |
| Keyword(4) | object recognition |
| 1st Author's Name | Seiji Kimura |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka University() |
| 2nd Author's Name | Michael Hild |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka University |
| 3rd Author's Name | Yoshiaki Shirai |
| 3rd Author's Affiliation | Graduate School of Engineering, Osaka University |
| Date | 2000/1/20 |
| Paper # | PRMU99-202 |
| Volume (vol) | vol.99 |
| Number (no) | 574 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |