Chinese Optics, Volume. 17, Issue 5, 1087(2024)
Self-supervised learning enhancement and detection methods for nocturnal animal images
[9] [9] DING X, HU R M. Learning to see faces in the dark[C]. 2020 IEEE International Conference on Multimedia Expo (ICME), IEEE, 2020: 16.
[10] LI CH Y, GUO CH L, CHEN CH L. Learning to enhance low-light image via zero-reference deep curve estimation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 4225-4238(2022).
[14] [14] MONAKHOVA K, RICHTER S R, WALLER L, et al. Dancing under the stars: video denoising in starlight[C]. 2022 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), IEEE, 2022: 1622016230.
[15] [15] CHEN J R, KAO S H, HE H, et al. Run, Don''t walk: chasing higher FLOPS f faster neural wks[C]. 2023 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), IEEE, 2023: 1202112031.
[16] [16] WEI CH, WANG W J, YANG W H, et al. Deep retinex decomposition f lowlight enhancement[C]. British Machine Vision Conference 2018, BMVA Press, 2018: 155.
[17] [17] ZHANG Y, DI X G, ZHANG B, et al. Selfsupervised low light image enhancement denoising[J]. arXiv preprint arXiv: 2103.00832, 2021.
[18] [18] ZHANG Q L, YANG Y B. SA: Shuffle attention f deep convolutional neural wks[C]. 2021 IEEE International Conference on Acoustics, Speech Signal Processing (ICASSP), IEEE, 2021: 22352239.
[19] [19] XU X ZH, JIANG Y Q, CHEN W H, et al. DAMOYOLO: a rept on realtime object detection design[J]. arXiv preprint arXiv: 2211.15444, 2022.
[20] [20] TONG Z J, CHEN Y H, XU Z W, et al. WiseIoU: Bounding box regression loss with dynamic focusing mechanism[J]. arXiv preprint arXiv: 2301.10051, 2023.
[21] [21] WU W H, WENG J, ZHANG P P, et al. URetinex: Retinexbased deep unfolding wk f lowlight image enhancement[C]. 2022 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), IEEE, 2022: 58915900.
[22] [22] ZHANG F, LI Y, YOU SH D, et al. Learning tempal consistency f low light video enhancement from single images[C]. 2021 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), IEEE, 2021: 49654974.
[23] [23] MA L, MA T Y, LIU R SH, et al. Toward fast, flexible, robust lowlight image enhancement[C]. 2022 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), IEEE, 2022: 56275636.
[24] [24] LV F F, LU F, WU J H, et al. MBLLEN: Lowlight imagevideo enhancement using CNNs[C]. British Machine Vision Conference 2018, BMVA Press, 2018: 220.
Get Citation
Copy Citation Text
Chi WANG, Chen SHEN, Qing HUANG, Guo-feng ZHANG, Han LU, Jin-bo CHEN. Self-supervised learning enhancement and detection methods for nocturnal animal images[J]. Chinese Optics, 2024, 17(5): 1087
Category:
Received: Jan. 11, 2024
Accepted: --
Published Online: Dec. 31, 2024
The Author Email: