Datasets › VDS dataset: Multi exposure stack-based inverse tone mapping
VDS dataset: Multi exposure stack-based inverse tone mapping
- Have need seven multiple exposure ground truth images satisfying EV 0, ±1, ±2, ±3 for static scenes.
- 96 different scene image stacks (672 images; out-door: 504, indoor: 168 images)
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All the images are captured in an 8 bit JPG format using a Nikon D700 with a resolution of 4256 × 2832, which was resized to 912 × 608.
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Evaluation Code: https://drive.google.com/file/d/1xeCT3APYkTnxeotb_t0wxdSPzBLbnU_p/view?pli=1
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| inverse tone mapping | VDS dataset: Multi exposure stack-based inverse tone mapping | CEVR HDR-VDP-2 59.00 | Learning Continuous Exposure Value Representations for... | skchen1993/2023_CEVR | 9 | Compare |
Papers archive 2025-07-28
8 shown of 8 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Deep Conditional HDRI: Inverse Tone Mapping via Dual Encoder-Decoder Conditioning Method | 0 | 1 | 20 Mar 2024 | not harvested |
| Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction | 1 | 1 | 7 Sep 2023 | not harvested |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | 1 | 1 | 29 Jun 2020 | ran 0 of 2 samples (2 unverified) |
| Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline | 1 | 1 | 2 Apr 2020 | not harvested |
| Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks | 1 | 1 | 1 Sep 2018 | not harvested |
| ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content | 1 | 1 | 6 Mar 2018 | not harvested |
| Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image | 0 | 1 | 19 Jan 2018 | not harvested |
| Deep reverse tone mapping | 1 | 1 | 20 Nov 2017 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- VDS dataset: Multi exposure stack-based inverse tone mapping
1 variant name, as the archive lists them.
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