Name
Abstract | ||
|---|---|---|
This paper reviews the third biennial challenge on spectral reconstruction from RGB images, i.e., the recovery of whole-scene hyperspectral (HS) information from a 3-channel RGB image. This challenge presents the "ARAD_1K" data set: a new, larger-than-ever natural hyperspectral image data set containing 1,000 images. Challenge participants were required to recover hyper-spectral information from synthetically generated JPEG-compressed RGB images simulating capture by a known calibrated camera, operating under partially known parameters, in a setting which includes acquisition noise. The challenge was attended by 241 teams, with 60 teams com-peting in the final testing phase, 12 of which provided de-tailed descriptions of their methodology which are included in this report. The performance of these submissions is re-viewed and provided here as a gauge for the current state-of-the-art in spectral reconstruction from natural RGB images. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/CVPRW56347.2022.00102 | IEEE Conference on Computer Vision and Pattern Recognition |
DocType | Volume | Issue |
Conference | 2022 | 1 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
58 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Boaz Arad | 1 | 12 | 2.36 |
| Radu Timofte | 2 | 1880 | 118.45 |
| Rony Yahel | 3 | 0 | 0.34 |
| Nimrod Morag | 4 | 0 | 0.34 |
| Amir Bernat | 5 | 0 | 0.68 |
| Yuanhao Cai | 6 | 0 | 0.34 |
| Jing Lin | 7 | 0 | 0.34 |
| Zudi Lin | 8 | 0 | 0.68 |
| Wang H | 9 | 71 | 29.35 |
| Zhang Yulun | 10 | 206 | 22.15 |
| Hanspeter Pfister | 11 | 5933 | 340.59 |
| Luc Van Gool | 12 | 0 | 0.34 |
| Shuai Liu | 13 | 0 | 0.34 |
| Yongqiang Li | 14 | 0 | 0.34 |
| Chaoyu Feng | 15 | 0 | 0.34 |
| Lei Lei | 16 | 0 | 0.34 |
| Jiaojiao Li | 17 | 0 | 1.35 |
| Songcheng Du | 18 | 0 | 0.34 |
| Chaoxiong Wu | 19 | 2 | 3.06 |
| Yihong Leng | 20 | 0 | 0.34 |
| Rui Song | 21 | 0 | 0.34 |
| Mingwei Zhang | 22 | 0 | 0.34 |
| Chongxing Song | 23 | 0 | 0.34 |
| Shuyi Zhao | 24 | 0 | 0.34 |
| Zhiqiang Lang | 25 | 0 | 0.34 |
| Wei Wei | 26 | 507 | 68.07 |
| Lei Zhang | 27 | 133 | 22.75 |
| Renwei Dian | 28 | 0 | 0.34 |
| Tianci Shan | 29 | 0 | 0.34 |
| Anjing Guo | 30 | 0 | 0.34 |
| Chengguo Feng | 31 | 0 | 0.34 |
| Jinyang Liu | 32 | 0 | 0.34 |
| Mirko Agarla | 33 | 0 | 0.68 |
| Simone Bianco | 34 | 226 | 24.48 |
| Marco Buzzelli | 35 | 0 | 0.34 |
| Luigi Celona | 36 | 0 | 0.34 |
| Raimondo Schettini | 37 | 1476 | 154.06 |
| Jiang He | 38 | 0 | 0.34 |
| Yi Xiao | 39 | 0 | 0.34 |
| Jiajun Xiao | 40 | 0 | 0.68 |
| Qiangqiang Yuan | 41 | 583 | 41.52 |
| Jie Li | 42 | 50 | 5.42 |
| Liangpei Zhang | 43 | 5448 | 307.02 |
| Taesung Kwon | 44 | 0 | 0.68 |
| Dohoon Ryu | 45 | 0 | 0.68 |
| Hyokyoung Bae | 46 | 0 | 0.34 |
| Hao-Hsiang Yang | 47 | 0 | 1.01 |
| Hua-En Chang | 48 | 0 | 1.01 |
| Zhi-Kai Huang | 49 | 0 | 1.35 |
| Wei-Ting Chen | 50 | 0 | 0.34 |