| A reinforcement learning paradigm of configuring visual enhancement for object detection in underwater scenes H Wang, S Sun, X Bai, J Wang, P Ren IEEE Journal of Oceanic Engineering 48 (2), 443-461, 2023 | 86 | 2023 |
| Metalantis: A Comprehensive Underwater Image Enhancement Framework H Wang, W Zhang, L Bai, P Ren IEEE Transactions on Geoscience and Remote Sensing, 2024 | 49 | 2024 |
| Underwater image enhancement with reinforcement learning S Sun, H Wang, H Zhang, M Li, M Xiang, C Luo, P Ren IEEE Journal of Oceanic Engineering 49 (1), 249-261, 2022 | 49 | 2022 |
| Meta underwater camera: A smart protocol for underwater image enhancement H Wang, S Sun, P Ren ISPRS Journal of Photogrammetry and Remote Sensing 195, 462-481, 2023 | 46 | 2023 |
| A yolov5 baseline for underwater object detection H Wang, S Sun, X Wu, L Li, H Zhang, M Li, P Ren OCEANS 2021: San Diego–Porto, 1-4, 2021 | 37 | 2021 |
| Underwater color disparities: Cues for enhancing underwater images toward natural color consistencies H Wang, S Sun, P Ren IEEE Transactions on Circuits and Systems for Video Technology 34 (2), 738-753, 2023 | 31 | 2023 |
| Self-organized underwater image enhancement H Wang, W Zhang, P Ren ISPRS Journal of Photogrammetry and Remote Sensing 215, 1-14, 2024 | 30 | 2024 |
| INSPIRATION: A reinforcement learning-based human visual perception-driven image enhancement paradigm for underwater scenes H Wang, S Sun, L Chang, H Li, W Zhang, AC Frery, P Ren Engineering Applications of Artificial Intelligence 133, 108411, 2024 | 30 | 2024 |
| Dual-model: Revised imaging network and visual perception correction for underwater image enhancement H Song, L Chang, H Wang, P Ren Engineering Applications of Artificial Intelligence 125, 106731, 2023 | 14 | 2023 |
| Underwater image color correction via color channel transfer W Zhang, H Wang, P Ren, W Zhang IEEE Geoscience and Remote Sensing Letters, 2023 | 8 | 2023 |
| Underwater image enhancement via histogram similarity-oriented color compensation complemented by multiple attribute adjustment H Wang, AC Frery, M Li, P Ren Intelligent Marine Technology and Systems 1 (1), 12, 2023 | 5 | 2023 |
| Underwater image captioning: Challenges, models, and datasets H Li, H Wang, Y Zhang, L Li, P Ren ISPRS Journal of Photogrammetry and Remote Sensing 220, 440-453, 2025 | 3 | 2025 |
| Large foundation model empowered discriminative underwater image enhancement H Wang, K Köser, P Ren IEEE Transactions on Geoscience and Remote Sensing, 2025 | 2 | 2025 |
| MACT: Underwater image color correction via minimally attenuated channel transfer W Zhang, H Wang, P Ren, W Zhang Pattern Recognition Letters 187, 28-34, 2025 | 2 | 2025 |
| Underwater color correction via deep reinforcement learning S Sun, H Wang, X Wu, L Li, H Zhang, M Li, P Ren OCEANS 2021: San Diego–Porto, 1-4, 2021 | 1 | 2021 |