Real|Time Detecting Method of Marine Small Object ...

Real-Time Detecting Method of Marine Small Object ... - IEEE Xplore

Detection and counting small objects using under-water robot draw an appealing attention because of its urgent demands in marine aquaculture.

Real-Time Detecting Method of Marine Small Object with ...

Finally, this method is adopted to detect marine objects using underwater robot vision in real time. II. RELATED WORK. A. Object detection. According to whether ...

Real-Time Detecting Method of Marine Small Object with ...

A novel method using Faster R-CNN and kernelized correlation filter (KCF) tracking algorithm to detect seafood objects, such as sea cucumber, sea urchin, ...

Real-Time Detecting Method of Marine Small Object with ...

Request PDF | On May 1, 2018, Fengqiang Xu and others published Real-Time Detecting Method of Marine Small Object with Underwater Robot Vision | Find, ...

Detection of Small Objects in Side-Scan Sonar Images Using ... - MDPI

This paper introduces a novel method, termed the Enhanced YOLOv7-Based Approach, for detecting small objects in SSS images.

Real-time underwater object detection technology for complex ...

Zhang et al. (2022) proposed a quantitative detection method for marine benthos, which solves problems such as low light and blurred images in underwater ...

Underwater small target detection based on dynamic convolution ...

The proposed method demonstrated excellent performance in detecting small targets in SSS images and can be applied to the detection of underwater mines and ...

Efficient Small-Object Detection in Underwater Images Using ... - MDPI

Underwater object detection plays a significant role in marine ecosystem research and marine species conservation. The improvement of related technologies ...

Modular YOLOv8 optimization for real-time UAV maritime rescue ...

Notably, YOLOv8 adopts an anchor-free detection approach, unlike earlier versions such as YOLOv7 and YOLOv5, which still relied on predefined ...

YOLOSeaShip: a lightweight model for real-time ship detection

The practical results trained on the SeaShips (7000) dataset demonstrate that the suggested method can detect and classify the ship position from the image more ...

Detection Method of Marine Biological Objects - ProQuest

The algorithm process depends on the underwater image degradation model. Marine biometric detection algorithms are generally divided into two categories: ...

Marine Object Detection Based on Top-View Scenes Using Deep ...

Moreover, artificial intelligence techniques based on deep learning provide robust solutions for classification and detection. Convolutional.

Vision-Based Maritime Object Detection Covering Far and Tiny ...

The framework is two-fold: Small Object Detector (SOD) and Large Object Detector (LOD). SOD investigates a region around the horizon with a fine-resolution ...

Underwater object detection and datasets: a survey

While traditional underwater object detection methods rely on manual feature extraction, which is time-consuming and lacks robustness, the ...

Research of Maritime Object Detection Method in Foggy ...

An improved maritime object detection algorithm, SRC-YOLO, based on the YOLOv4-tiny, is proposed in the foggy environment to address the issues of false ...

A detection method of the rescue targets in the marine casualty ...

First, an extended small object detection layer is added to improve the detection effect of small objects, including the extraction of shallow features, a new ...

(PDF) Marine Robotics: An Improved Algorithm for Object Detection ...

In light of this, object detection underwater has a wide range of uses, including environmental monitoring, surveillance, search and rescue, and ...

A Marine Object Detection Algorithm Based on SSD and Feature ...

Autonomous detection and fishing by underwater robots will be the main way to obtain aquatic products in the future; sea urchins are the ...

Analysis of the performance of Faster R-CNN and YOLOv8 ... - PeerJ

real-time detection of fishing vessels and fish in maritime surveillance. ... time detections and may result in faster and more accurate object.

[2007.15757] Unidentified Floating Object detection in maritime ...

The proposed approach is capable of detecting floating objects without any prior knowledge of their visual appearance, shape or location. The input image from ...