| Presentation | 2009-10-23 Image Rendering of Color Textured Object Using Self-Calibration and Neural Network Learning Yi DING, Yuji IWAHORI, Tsuyoshi NAKAMURA, Lifeng HE, Hidenori ITOH, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a new approach for self-calibration and color image rendering using radial basis function (RBF) neural network. Most empirical approaches make use of a calibration object. Here, we require no calibration object to both shape recovery and color image rendering. The neural network learning data are obtained through the rotations of a target object. The approach can generate realistic virtual images without any calibration object which has the same reflectance properties as the target object. The proposed approach uses a neural network to obtain both surface orientation and albedo, and applies another neural network to generate virtual images from any viewpoint under any direction of light source. Experiments with real data are demonstrated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network Based Rendering / Photometric Stereo / Self-Calibration / Albedo / Shape Recovery |
| Paper # | PRMU2009-91 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2009/10/15(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Rendering of Color Textured Object Using Self-Calibration and Neural Network Learning |
| Sub Title (in English) | |
| Keyword(1) | Neural Network Based Rendering |
| Keyword(2) | Photometric Stereo |
| Keyword(3) | Self-Calibration |
| Keyword(4) | Albedo |
| Keyword(5) | Shape Recovery |
| 1st Author's Name | Yi DING |
| 1st Author's Affiliation | Nagoya Institute of Technology() |
| 2nd Author's Name | Yuji IWAHORI |
| 2nd Author's Affiliation | Chubu University |
| 3rd Author's Name | Tsuyoshi NAKAMURA |
| 3rd Author's Affiliation | Nagoya Institute of Technology |
| 4th Author's Name | Lifeng HE |
| 4th Author's Affiliation | Aichi Prefectural University |
| 5th Author's Name | Hidenori ITOH |
| 5th Author's Affiliation | Nagoya Institute of Technology |
| Date | 2009-10-23 |
| Paper # | PRMU2009-91 |
| Volume (vol) | vol.109 |
| Number (no) | 249 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |