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

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.

BoatNet: automated small boat composition detection using deep ...

The work produced a methodology named BoatNet that can detect, measure and classify small boats with leisure boats and fishing boats even under low-resolution ...

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 ...

A High-Precision Detection Model of Small Objects in Maritime UAV ...

Object detection by shipborne unmanned aerial vehicles (UAVs) equipped with electro-optical (EO) sensors plays an important role in maritime rescue and ...

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: ...

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 ...

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.

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 ...

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

An ideal way of modern marine SAR is to be completely unmanned. The Unmanned Aerial Vehicles (UAVs) look for the drowning person and cooperate with the Unmanned ...

Large-area automatic detection of shoreline stranded marine debris ...

To date, the most reliable and widely used method to detect debris in remotely sensed imagery is manual interpretation, which relies on a human analyst to label ...

real-time marine animal detection using yolo-based deep learning ...

grained features for small object detection, YOLOv3 applies a residual skip connection and uses an up-sampling and concatenation method. It has done a great ...

A Small Ship Object Detection Method for Satellite Remote Sensing ...

PDF | Satellite remote sensing technology can achieve realtime observation of ships at sea, and the remote sensing images obtained have the ...

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

This research conducts a comparative analysis of Faster R-CNN and YOLOv8 for real-time detection of fishing vessels and fish in maritime ...

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

This research conducts a comparative analysis of Faster R-CNN and YOLOv8 for real-time detection of fishing vessels and fish in maritime surveillance.

Underwater small target detection based on dynamic convolution ...

In this study, we collected data on underwater small targets using an unmanned boat equipped with SSS and proposed an enhancement method based on the YOLOv7 ...