UMGAN: Underwater image enhancement network for unpaired image-to-image translation
B Sun, Y Mei, N Yan, Y Chen - Journal of Marine Science and …, 2023 - mdpi.com
Due to light absorption and scattering underwater images suffer from low contrast, color
distortion, blurred details, and uneven illumination, which affect underwater vision tasks and …
distortion, blurred details, and uneven illumination, which affect underwater vision tasks and …
Syreanet: A physically guided underwater image enhancement framework integrating synthetic and real images
Underwater image enhancement (UIE) is vital for high-level vision-related underwater tasks.
Although learning-based UIE methods have made remarkable achievements in recent …
Although learning-based UIE methods have made remarkable achievements in recent …
Vision-based environment perception and autonomous obstacle avoidance for unmanned underwater vehicle
P Yao, X Sui, Y Liu, Z Zhao - Applied Ocean Research, 2023 - Elsevier
We propose two schemes to solve the problems of visual perception delay and limited
obstacle avoidance capability in the autonomous navigation of unmanned underwater …
obstacle avoidance capability in the autonomous navigation of unmanned underwater …
DGD-cGAN: A dual generator for image dewatering and restoration
Underwater images are usually covered with a blue–greenish colour cast, making them
distorted, blurry or low in contrast. This phenomenon occurs due to the light attenuation …
distorted, blurry or low in contrast. This phenomenon occurs due to the light attenuation …
ChromoEnhancer: An artificial-intelligence-based tool to enhance neoplastic karyograms as an aid for effective analysis
Cytogenetics laboratory tests are among the most important procedures for the diagnosis of
genetic diseases, especially in the area of hematological malignancies. Manual …
genetic diseases, especially in the area of hematological malignancies. Manual …
Unsupervised underwater image restoration via Koschmieder model disentanglement
Most deep learning-based underwater image enhancement approaches rely on paired
underwater datasets. Given the scarcity of real-world paired datasets and the inadequacy of …
underwater datasets. Given the scarcity of real-world paired datasets and the inadequacy of …
[HTML][HTML] SE-RRACycleGAN: Unsupervised Single-Image Deraining Using Squeeze-and-Excitation-Based Recurrent Rain-Attentive CycleGAN
GN Wedajew, SSD Xu - Remote Sensing, 2024 - mdpi.com
In computer vision tasks, the ability to remove rain from a single image is a crucial element to
enhance the effectiveness of subsequent high-level tasks in rainy conditions. Recently …
enhance the effectiveness of subsequent high-level tasks in rainy conditions. Recently …
[HTML][HTML] Unsupervised image-to-image translation to reduce the annotation effort for instance segmentation of field vegetables
N Lüling, J Straub, A Stana, D Reiser, J Clar… - Smart Agricultural …, 2024 - Elsevier
Due to the constantly increasing shortage of labour availability in the agricultural sector,
automation is on the rise. This trend is particularly evident in field vegetable production …
automation is on the rise. This trend is particularly evident in field vegetable production …
Two-stage underwater image enhancement using domain adaptation and interlacing transformer
H Lee, S Kang - Displays, 2025 - Elsevier
Underwater images typically suffer from quality defects such as impurities, light scattering,
absorption, color casts, etc. Various underwater image enhancement (UIE) techniques …
absorption, color casts, etc. Various underwater image enhancement (UIE) techniques …
Enhanced YOLOv10 Framework Featuring DPAM and DALSM for Real-Time Underwater Object Detection
S Sriram, P Aburvan, TPA Kaarthic, V Nivethitha… - IEEE …, 2025 - ieeexplore.ieee.org
Recently, spotting underwater objects has been increasingly difficult due to the complexities
of marine environments and varied visibility conditions. YOLOv10 is notable for its effective …
of marine environments and varied visibility conditions. YOLOv10 is notable for its effective …