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 …
Analysis of recent techniques in marine object detection: a review
Abstract Marine Object Detection, leveraging computer vision, plays a vital role in detecting
objects in marine environments ranging from marine organisms to marine surveillance …
objects in marine environments ranging from marine organisms to marine surveillance …
Underwater-YCC: underwater target detection optimization algorithm based on YOLOv7
Underwater target detection using optical images is a challenging yet promising area that
has witnessed significant progress. However, fuzzy distortions and irregular light absorption …
has witnessed significant progress. However, fuzzy distortions and irregular light absorption …
UICE-MIRNet guided image enhancement for underwater object detection
Underwater object detection is a crucial aspect of monitoring the aquaculture resources to
preserve the marine ecosystem. In most cases, Low-light and scattered lighting conditions …
preserve the marine ecosystem. In most cases, Low-light and scattered lighting conditions …
Lightweight underwater target detection algorithm based on dynamic sampling transformer and knowledge-distillation optimization
L Chen, Y Yang, Z Wang, J Zhang, S Zhou… - Journal of Marine Science …, 2023 - mdpi.com
Underwater robot perception is a critical task. Due to the complex underwater environment
and low quality of optical images, it is difficult to obtain accurate and stable target position …
and low quality of optical images, it is difficult to obtain accurate and stable target position …
Leveraging Bounding Box Annotations for Fish Segmentation in Underwater Images
The use of Deep learning techniques in the field of Marine Science has become popular in
recent years. For instance, many works propose the application of instance segmentation …
recent years. For instance, many works propose the application of instance segmentation …
U-YOLOv3: A Model Focused on Underwater Object Detection
Underwater image enhancement and object detection has great potential for studying
underwater environments. It has been utilized in various domains, including image-based …
underwater environments. It has been utilized in various domains, including image-based …
A Novel Underwater Marine Dataset with Diverse Scenarios for Robust Object Detection
S Bhalla, A Kumar, R Kushwaha - Proceedings of the 2024 Sixteenth …, 2024 - dl.acm.org
Underwater object detection is a critical aspect of marine exploration, environmental
monitoring, and underwater robotics, demanding robust and efficient solutions. This study …
monitoring, and underwater robotics, demanding robust and efficient solutions. This study …
Bodies with YOLO V7-Object Detection
Marine pollution is made up of waste and debris, the majority of which comes from land and
is thrown or blown into the water. The ecology, the health of all living things, and …
is thrown or blown into the water. The ecology, the health of all living things, and …
Fish detection from underwater images using YOLO and its challenges
Object detection is one of the most popular areas of research on computer vision. Monitoring
of marine ecosystems is now a demand for saving nature. Sending human beings for …
of marine ecosystems is now a demand for saving nature. Sending human beings for …