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Integrated animal monitoring system with animal detection and classification capabilities: a review on image modality, techniques, applications, and challenges
The continuous monitoring of animals is crucial for the well-being of both humans and
animals. A comprehensive animal monitoring system must incorporate animal detection …
animals. A comprehensive animal monitoring system must incorporate animal detection …
Intelligent systems using sensors and/or machine learning to mitigate wildlife–vehicle collisions: A review, challenges, and new perspectives
Worldwide, the persistent trend of human and animal life losses, as well as damage to
properties due to wildlife–vehicle collisions (WVCs) remains a significant source of concerns …
properties due to wildlife–vehicle collisions (WVCs) remains a significant source of concerns …
An accurate and fast animal species detection system for embedded devices
M Ibraheam, KF Li, F Gebali - IEEE Access, 2023 - ieeexplore.ieee.org
Encounters between humans and wildlife often lead to injuries, especially in remote
wilderness regions, and highways. Therefore, animal detection is a vital safety and wildlife …
wilderness regions, and highways. Therefore, animal detection is a vital safety and wildlife …
Evaluating YOLO architectures for detecting road killed endangered Brazilian animals
Wildlife roadkill is a recurring, dangerous problem that affects both humans and animals and
has received increasing attention from environmentalists worldwide. Addressing this …
has received increasing attention from environmentalists worldwide. Addressing this …
Empowering agricultural security with IoT and deep learning driven real-time alert systems
P Singh, R Krishnamurthi - International Journal of Information …, 2024 - Springer
In the realm of smart agriculture, our primary objective is to enhance security in the
agriculture field by combining IoT and computer vision technologies. By leveraging these …
agriculture field by combining IoT and computer vision technologies. By leveraging these …
Novel Animal Detection System: Cascaded YOLOv8 with Adaptive Preprocessing and Feature Extraction
Leveraging advanced technologies, such as the cascaded YOLOv8-based approach, this
research aims to detect wild animals, thereby preventing Wild animal intrusion in residential …
research aims to detect wild animals, thereby preventing Wild animal intrusion in residential …
Detection of wildlife animals using deep learning approaches: a systematic review
The detection of animals, in particular wildlife animals, is important to monitor their
distribution for the conservation of animal life and to address a broad range of questions of …
distribution for the conservation of animal life and to address a broad range of questions of …
Advanced transportation safety using real-time GIS-based alarming system for animal-prone zones and pothole areas
The transportation system undergoes severe impacts due to potholes and the presence of
stray animals on the roads resulting in accidents and fatal injuries. The utilization of …
stray animals on the roads resulting in accidents and fatal injuries. The utilization of …
A new supervised clustering framework using multi discriminative parts and expectation–maximization approach for a fine-grained animal breed classification (SC …
DM Sundaram, A Loganathan - Neural Processing Letters, 2020 - Springer
Fine-grained image classification is active research in the field of computer vision.
Specifically, animal breed classification is an arduous task due to the challenges in camera …
Specifically, animal breed classification is an arduous task due to the challenges in camera …
Machine learning based obstacle detection for avoiding accidents on railway tracks
The wild life population has been endangered by animal collisions with railway tracks.
Additionally, the railway infrastructure is also damaged by these accidents. Saving the larger …
Additionally, the railway infrastructure is also damaged by these accidents. Saving the larger …