can you help me

[1716932646]

Can you recommend several papers on underwater target detection? I can hardly find papers on underwater target detection in the three major conferences. Thank you

[mousecpn]

I will recommend some of my works:
[1] Liu H, Song P, Ding R. Towards domain generalization in underwater object detection[C]//2020 IEEE International Conference on Image Processing (ICIP). IEEE, 2020: 1971-1975.
[2] Liang X, Song P. Excavating roi attention for underwater object detection[C]//2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2022: 2651-2655.
[3] Chen Y, Song P, Liu H, et al. Achieving domain generalization for underwater object detection by domain mixup and contrastive learning[J]. Neurocomputing, 2023.
[4] Dai L, Liu H, Song P, et al. Edge-guided Representation Learning for Underwater Object Detection[J]. arXiv preprint arXiv:2306.00440, 2023.

There are also some papers that are very interesting.
[5] Liu R, Jiang Z, Yang S, et al. Twin adversarial contrastive learning for underwater image enhancement and beyond[J]. IEEE Transactions on Image Processing, 2022, 31: 4922-4936.
[6] Liu R, Jiang Z, Yang S, et al. Twin adversarial contrastive learning for underwater image enhancement and beyond[J]. IEEE Transactions on Image Processing, 2022, 31: 4922-4936.

[1716932646]

Hello, may I ask where is the FIOU used for regression loss in your paper, with only IOU in the code. thank you

[mousecpn]

Hello, may I ask where is the FIOU used for regression loss in your paper, with only IOU in the code. thank you

I didn't explicitly write it as a class in config, it is a combination of loss_bbox and loss_bbox_aug.
You can see line 322-346 in mmdet/models/dense_heads/atss_rpn_head.py.