| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2009-10-23 15:20 Image Rendering of Color Textured Object Using Self-Calibration and Neural Network Learning Yi Ding (Nagoya Inst. of Tech.), Yuji Iwahori (Chubu Univ.), Tsuyoshi Nakamura (Nagoya Inst. of Tech.), Lifeng He (Aichi Pref. Univ.), Hidenori Itoh (Nagoya Inst. of Tech.)  PRMU2009-91 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | Neural Network Based Rendering / Photometric Stereo / Self-Calibration / Albedo / Shape Recovery / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 249, PRMU2009-91, pp. 115-120, Oct. 2009. | |
| Paper # | PRMU2009-91 | |
| Date of Issue | 2009-10-15 (PRMU) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | PRMU2009-91 |
|
| Conference Information | |
| Committee | PRMU |
| Conference Date | 2009-10-22 - 2009-10-23 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiroshima Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2009-10-PRMU |
| Language | English (Japanese title is available) |
| 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 |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yi Ding |
| 1st Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 2nd Author's Name | Yuji Iwahori |
| 2nd Author's Affiliation | Chubu University (Chubu Univ.) |
| 3rd Author's Name | Tsuyoshi Nakamura |
| 3rd Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 4th Author's Name | Lifeng He |
| 4th Author's Affiliation | Aichi Prefectural University (Aichi Pref. Univ.) |
| 5th Author's Name | Hidenori Itoh |
| 5th Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2009-10-23 15:20:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2009-91 |
| Volume (vol) | vol.109 |
| Number (no) | no.249 |
| Page | pp.115-120 |
| #Pages | 6 |
| Date of Issue | 2009-10-15 (PRMU) |
[Return to Top Page]