A Dataset and A Lightweight Object Detection Network for Thermal ImagenBased Home Surveillance

The THS-DATA DATASET

• Dataset Description:

• Example Images:

Subfigures (a) and (f) are respectively visible light image and thermal image of a same scene. (b)-(e) are images taken from the FLIR Thermal Dataset including detected objects indicated by bounding boxes with class labels. (g)-(j) are example images taken from our dataset THS-DATA including detected objects indicated by bounding boxes with class labels.

Dataset Download Link: https://pan.baidu.com/s/1PWP30RPJsyG8JTsnHnXY1g

Passwork: Please contact the author (email: szhengqiang@mail.nwpu.edu.cn)

Proposed network Architecture

Experiments

Citation

@inproceedings{wang2021kronecker,
  title={A Dataset and A Lightweight Object Detection Network for Thermal Image-Based  Home Surveillance},
  author={Zhengqiang Shao, Longbin Yan, Jie Chen, and Jingdong Chen},
  booktitle={2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  year={2022},
  organization={IEEE}
}