Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning
Having accurate, detailed, and up-to-date information about the location and behavior of
animals in the wild would improve our ability to study and conserve ecosystems. We …
animals in the wild would improve our ability to study and conserve ecosystems. We …
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 …
Automated detection of European wild mammal species in camera trap images with an existing and pre-trained computer vision model
C Carl, F Schönfeld, I Profft, A Klamm… - European journal of …, 2020 - Springer
The use of camera traps is a nonintrusive monitoring method to obtain valuable information
about the appearance and behavior of wild animals. However, each study generates …
about the appearance and behavior of wild animals. However, each study generates …
An efficient framework for animal breeds classification using semi-supervised learning and multi-part convolutional neural network (MP-CNN)
The automatic classification of animal images is an onerous task due to the challenging
image conditions, especially when it comes to animal breeds. In this paper, we built a semi …
image conditions, especially when it comes to animal breeds. In this paper, we built a semi …
[PDF][PDF] A literature review of computer vision techniques in wildlife monitoring
SB Neupane, K Sato, BP Gautam - IJSRP, 2022 - researchgate.net
Wildlife monitoring is critical for reducing poaching activities, tracking instinctive behavior,
understanding the habitat, and recording the wild animal population. Biologists and …
understanding the habitat, and recording the wild animal population. Biologists and …
A performance comparison and enhancement of animal species detection in images with various R-CNN models
M Ibraheam, KF Li, F Gebali, LE Sielecki - AI, 2021 - mdpi.com
Object detection is one of the vital and challenging tasks of computer vision. It supports a
wide range of applications in real life, such as surveillance, ship**, and medical …
wide range of applications in real life, such as surveillance, ship**, and medical …
UR-SolarCap: An open source intelligent auto-wakeup solar energy harvesting system for supercapacitor-based energy buffering
Energy harvesting systems that couple solar panels with supercapacitor buffers offer an
attractive option for powering computational systems deployed in field settings, where power …
attractive option for powering computational systems deployed in field settings, where power …
Zilong: A tool to identify empty images in camera-trap data
W Wei, G Luo, J Ran, J Li - Ecological Informatics, 2020 - Elsevier
The use of camera traps to research and monitor wildlife results in a large number of
images. Many of the images are the result of a false trigger, resulting in an empty photo …
images. Many of the images are the result of a false trigger, resulting in an empty photo …
MammalClub: An Annotated Wild Mammal Dataset for Species Recognition, Individual Identification, and Behavior Recognition
W Lu, Y Zhao, J Wang, Z Zheng, L Feng, J Tang - Electronics, 2023 - mdpi.com
Mammals play an important role in conserving species diversity and maintaining ecological
balance, so research on mammal species composition, individual identification, and …
balance, so research on mammal species composition, individual identification, and …
The IoT-based real-time image processing for animal recognition and classification using deep convolutional neural network (DCNN)
T Surya, S Selvaperumal - Microprocessors and Microsystems, 2022 - Elsevier
Abstract Human-Wildlife Conflict (HWC) is one of the crucial threats in Valparai and the
surrounding region in Anamalai Tiger Reserves (ATR), Tamil Nadu, India. In this work, we …
surrounding region in Anamalai Tiger Reserves (ATR), Tamil Nadu, India. In this work, we …