| Presentation | 2012-02-09 Realistic CG Stereo Image Dataset with Ground Truth Disparity Maps Sarah MARTULL, Martin PERIS, Kazuhiro FUKUI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Stereo matching is one of the most active research areas in computer vision. While a large number of algorithms for stereo correspondence have been developed, research in some branches of the field has been constrained due to the few number of stereo datasets with ground truth disparity maps available. Having available a large dataset of stereo images with ground truth disparity maps would boost the research on new stereo matching methods, for example, methods based on machine learning. In this work we develop a large stereo dataset with ground truth disparity maps using highly realistic computer graphic techniques. We also apply some of the most common stereo matching techniques to our dataset to confirm that our highly realistic CG stereo images remain as challenging as real-world stereo images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Stereo Vision / Disparity Map / Computer Graphics / Dataset |
| Paper # | PRMU2011-208,SP2011-123 |
| Date of Issue |
| Conference Information | |
| Committee | SP |
|---|---|
| Conference Date | 2012/2/2(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 | Speech (SP) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Realistic CG Stereo Image Dataset with Ground Truth Disparity Maps |
| Sub Title (in English) | |
| Keyword(1) | Stereo Vision |
| Keyword(2) | Disparity Map |
| Keyword(3) | Computer Graphics |
| Keyword(4) | Dataset |
| 1st Author's Name | Sarah MARTULL |
| 1st Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba() |
| 2nd Author's Name | Martin PERIS |
| 2nd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| 3rd Author's Name | Kazuhiro FUKUI |
| 3rd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| Date | 2012-02-09 |
| Paper # | PRMU2011-208,SP2011-123 |
| Volume (vol) | vol.111 |
| Number (no) | 431 |
| Page | pp.pp.- |
| #Pages | 2 |
| Date of Issue | |