A systematic review and analysis of deep learning-based underwater object detection
Underwater object detection is one of the most challenging research topics in computer
vision technology. The complex underwater environment makes underwater images suffer …
vision technology. The complex underwater environment makes underwater images suffer …
Underwater image enhancement: a comprehensive review, recent trends, challenges and applications
The mysteries of deep-sea ecosystems can be unlocked to reveal new sources, for
develo** medical drugs, food and energy resources, and products of renewable energy …
develo** medical drugs, food and energy resources, and products of renewable energy …
SGUIE-Net: Semantic attention guided underwater image enhancement with multi-scale perception
Due to the wavelength-dependent light attenuation, refraction and scattering, underwater
images usually suffer from color distortion and blurred details. However, due to the limited …
images usually suffer from color distortion and blurred details. However, due to the limited …
An overview of underwater vision enhancement: From traditional methods to recent deep learning
K Hu, C Weng, Y Zhang, J **, Q **a - Journal of Marine Science and …, 2022 - mdpi.com
Underwater video images, as the primary carriers of underwater information, play a vital role
in human exploration and development of the ocean. Due to the optical characteristics of …
in human exploration and development of the ocean. Due to the optical characteristics of …
Beyond single reference for training: Underwater image enhancement via comparative learning
K Li, L Wu, Q Qi, W Liu, X Gao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the wavelength-dependent light absorption and scattering, the raw underwater
images are usually inevitably degraded. Underwater image enhancement (UIE) is of great …
images are usually inevitably degraded. Underwater image enhancement (UIE) is of great …
Underwater target detection based on Faster R-CNN and adversarial occlusion network
L Zeng, B Sun, D Zhu - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Underwater target detection is an important part of ocean exploration, which has important
applications in military and civil fields. Since the underwater environment is complex and …
applications in military and civil fields. Since the underwater environment is complex and …
5G networks towards smart and sustainable cities: A review of recent developments, applications and future perspectives
5G wireless communication systems provide massive system capacity with high data rates,
very short low-latency, and ultra-high reliability, in addition to high connection density with a …
very short low-latency, and ultra-high reliability, in addition to high connection density with a …
Enhancement of underwater images with statistical model of background light and optimization of transmission map
Underwater images often have severe quality degradation and distortion due to light
absorption and scattering in the water medium. A hazy image formation model is widely …
absorption and scattering in the water medium. A hazy image formation model is widely …
BCINet: Bilateral cross-modal interaction network for indoor scene understanding in RGB-D images
Depth cue has proven to be useful information in the indoor scene understanding of RGB-D
images for providing a geometric counterpart to RGB representation. However, because of …
images for providing a geometric counterpart to RGB representation. However, because of …
Underwater vision enhancement technologies: A comprehensive review, challenges, and recent trends
Cameras are integrated with various underwater vision systems for underwater object
detection and marine biological monitoring. However, underwater images captured by …
detection and marine biological monitoring. However, underwater images captured by …