[HTML][HTML] Deer survey from drone thermal imagery using enhanced faster R-CNN based on ResNets and FPN

H Lyu, F Qiu, L An, D Stow, R Lewison, E Bohnett - Ecological Informatics, 2024 - Elsevier
Deer surveys play an important role in the estimation of local ecological balance. In the
Chitwan National Park of Nepal, the dense tree canopies and tall vegetation often obscure …

Wild Animals Intrusion Detection for Safe Commuting in Forest Corridors using AI Techniques

JJD Raj, CN Sangeetha, S Ghorai… - … in Technology and …, 2023 - ieeexplore.ieee.org
There are many animal attacks on human is being reported in the recent days particularly in
the forest area which claims innocent lives. In order to reduce such incidents this work is …

Novel Animal Detection System: Cascaded YOLOv8 with Adaptive Preprocessing and Feature Extraction

J Chappidi, DM Sundaram - IEEE Access, 2024 - ieeexplore.ieee.org
Wildlife animal detection employs technology to find, recognise, and monitor animals in their
native environments. A reliable wildlife animal detection system is essential for monitoring …

Studying the Performance of Object Recognition with Fusion of Visible Light and Infrared Images with Neural Networks

P Petkov - 2024 - commons.erau.edu
Neural networks have been used for object detection and recognition in both color and
intensity camera images. As the use of infrared cameras, colloquially termed thermal …

Optimization of Animal Detection in Thermal Images Using YOLO Architecture

Ł Popek, R Perz, G Galiński… - International Journal of …, 2023 - repo.pw.edu.pl
The article presents research on animal detection in thermal images using the YOLOv5
architecture. The goal of the study was to obtain a model with high performance in detecting …

Integrated Forest Fire Detection System for Identifying Living Beings Using Drones by Employing Custom TrainedYOLOv5 Model

K Srinath, S Raguvaran, K Vidith… - … Conference on Science …, 2024 - ieeexplore.ieee.org
The substantial threat of forest fires impacts both the environment and humankind. Early
detection of these fires plays apivotal role in effective fire fighting and minimizing damage …