A review of automated bioacoustics and general acoustics classification research
Automated bioacoustics classification has received increasing attention from the research
community in recent years due its cross-disciplinary nature and its diverse application …
community in recent years due its cross-disciplinary nature and its diverse application …
[HTML][HTML] Butterfly detection and classification techniques: A review
R Yasmin, A Das, LJ Rozario, ME Islam - Intelligent Systems with …, 2023 - Elsevier
Automatic identification of insects from images is gaining interest and popularity day by day.
Several methods and systems were developed to identify insects accurately. Among all the …
Several methods and systems were developed to identify insects accurately. Among all the …
Butterflies recognition using enhanced transfer learning and data augmentation
HT Adityawan, O Farroq, S Santosa… - Journal of …, 2023 - dl.futuretechsci.org
Butterflies' recognition serves a crucial role as an environmental indicator and a key factor in
plant pollination. The automation of this recognition process, facilitated by Convolutional …
plant pollination. The automation of this recognition process, facilitated by Convolutional …
Benchmarking of novel convolutional neural network models for automatic butterfly identification
M Chikkamath, DN Dwivedi, RB Hirekurubar… - Computer Vision and …, 2023 - Springer
Insects represent more than half the living organisms on the earth. Among insects' butterflies
are one of the prominent species. A huge number of butterfly species with various wing …
are one of the prominent species. A huge number of butterfly species with various wing …
Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study
C Pinho, A Kaliontzopoulou… - Zoological Journal of …, 2023 - academic.oup.com
Automated image classification is a thriving field of machine learning, and various
successful applications dealing with biological images have recently emerged. In this work …
successful applications dealing with biological images have recently emerged. In this work …
Fine-grained butterfly classification in ecological images using squeeze-and-excitation and spatial attention modules
D Xin, YW Chen, J Li - Applied Sciences, 2020 - mdpi.com
Most butterfly larvae are agricultural pests and forest pests, but butterflies have important
ornamental value and the ability to sense and respond to changes in the ecological …
ornamental value and the ability to sense and respond to changes in the ecological …
Butterfly image classification using convolutional neural network (cnn)
F Fauzi, AE Permanasari… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Butterflies have an aesthetic, ecosystem, educational, health, economic, and scientific
values which make them essential to be researched. They are, however, difficult to …
values which make them essential to be researched. They are, however, difficult to …
Optimisation of residual network using data augmentation and ensemble deep learning for butterfly image classification
D Ruaika, S Uyun - IJID (International Journal on Informatics …, 2023 - ejournal.uin-suka.ac.id
Image classification is a fundamental task in vision recognition that aims to understand and
categorize an image under a specific label. Image classification needs to produce a quick …
categorize an image under a specific label. Image classification needs to produce a quick …
Object detection and classification of butterflies using efficient CNN and pre-trained deep convolutional neural networks
RF Mattins, MVR Sarobin, AA Aziz… - Multimedia Tools and …, 2024 - Springer
Abstract With over 18,000 species, butterflies account for nearly one-quarter of all identified
species on the planet. The images of different butterfly species can be utilized to train Deep …
species on the planet. The images of different butterfly species can be utilized to train Deep …
Detection and measurement of butterfly eyespot and spot patterns using convolutional neural networks
Butterflies are increasingly becoming model insects where basic questions surrounding the
diversity of their color patterns are being investigated. Some of these color patterns consist …
diversity of their color patterns are being investigated. Some of these color patterns consist …