Datasets › DroneRGBT
DroneRGBT
人群计数旨在识别物体的数量，在智能交通、城市管理和安全监控中发挥着重要作用。由于比例变化、照明变化、遮挡和较差的成像条件，尤其是在夜间和雾霾条件下，人群计数的任务非常具有挑战性。 在本文中，我们提出了一个基于无人机的 RGB-Thermal 人群计数数据集 （DroneRGBT），该数据集由 3600 对图像组成，涵盖不同的属性，包括高度、照明和密度。为了利用可见光和热红外模态中的互补信息，我们提出了一种具有多尺度特征学习模块、模态对齐模块和自适应融合模块的多模态人群计数网络 （MMCCN）。在 DroneRGBT 上的实验证明了所提出的方法的有效性。
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 | ||||
|---|---|---|---|---|---|---|
| Crowd Counting | DroneRGBT | P2PNet 10.83 1 | Transformer-Based Dual-Optical Attention Fusion Crowd... | zz-zik/tapnet | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 1. 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 | |||
|---|---|---|---|---|
| Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network | 1 | 1 | 11 May 2025 | not harvested |
Dataset loaders archive 2025-07-28
1 loader 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
- DroneRGBT
1 variant name, as the archive lists them.
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