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2022
Tuna classification using super learner ensemble of region-based CNN-grouped 2D-LBP models
Information Processing in Agriculture
2022
Automatic Pest Monitoring Systems in Apple Production under Changing Climatic Conditions
Horticulturae
2022
Assessment of deep convolutional neural network models for species identification of forensically-important fly maggots based on images of posterior spiracles
Scientific Reports
2022
Multi-scale Sparse Network with Cross-Attention Mechanism for image-based butterflies fine-grained classification
Applied Soft Computing
2022
Recent advances of machine vision technology in fish classification
ICES Journal of Marine Science
2022
Region-Based Split Octonion Networks with Channel Attention Module for Tuna Classification
International Journal of Pattern Recognition and Artificial Intelligence
2022
A survey on fish classification techniques
Journal of King Saud University - Computer and Information Sciences
2022
A Novel Method for the Classification of Butterfly Species Using Pre-Trained CNN Models
Electronics
2021
MRDA-MGFSNet: Network Based on a Multi-Rate Dilated Attention Mechanism and Multi-Granularity Feature Sharer for Image-Based Butterflies Fine-Grained Classification
Symmetry
2021
Investigations of butterfly species identification from images in natural environments
International Journal of Machine Learning and Cybernetics
2021
2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV)
2021
Automatic Fish Species Classification Using Deep Convolutional Neural Networks
Wireless Personal Communications
2021
Smart Innovation, Systems and Technologies
2021
2021 International Conference on Communication, Control and Information Sciences (ICCISc)
2021
TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON)
2021
Communications in Computer and Information Science
2021
TÜRKİYE'DEKİ KELEBEK TÜRLERİNİN BASAMAKLI EVRİŞİMLİ SİNİR AĞLARI İLE SINIFLANDIRILMASI
Konya Journal of Engineering Sciences
2021
Lecture Notes in Electrical Engineering
2021
Computer Vision Models in Intelligent Aquaculture with Emphasis on Fish Detection and Behavior Analysis: A Review
Archives of Computational Methods in Engineering
2021
Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters
Neural Processing Letters
2021
Supervised Learning Computer Vision Benchmark for Snake Species Identification From Photographs: Implications for Herpetology and Global Health
Frontiers in Artificial Intelligence
2020
Adopting deep learning methods for airborne RGB fluvial scene classification
Remote Sensing of Environment
2020
Advances in Intelligent Systems and Computing
2020
2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2020
Revealing the Unknown: Real-Time Recognition of Galápagos Snake Species Using Deep Learning
Animals
2020
Advances in Intelligent Systems and Computing
2020
Rapid Fine-Grained Classification of Butterflies Based on FCM-KM and Mask R-CNN Fusion
IEEE Access
2020
Unambiguous identification of fungi: where do we stand and how accurate and precise is fungal DNA barcoding?
IMA Fungus
2020
Deep learning-based appearance features extraction for automated carp species identification
Aquacultural Engineering
2020
Value-Added Carp Products: Multi-Class Evaluation of Crisp Grass Carp by Machine Learning-Based Analysis of Blood Indexes
Foods
2020
Fish Species Classification using SVM Kernels
Innovations in Information and Communication Technology Series
2019
Photo‐sharing platforms key for characterising niche and distribution in poorly studied taxa
Insect Conservation and Diversity
2019
Towards Image Classification with Machine Learning Methodologies for Smartphones
Machine Learning and Knowledge Extraction
2019
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
2019
Encyclopedia of Bioinformatics and Computational Biology
2018
2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology,Communication and Control, Environment and Management (HNICEM)
2018
Comparative Performance Analysis of Support Vector Machine, Random Forest, Logistic Regression and k-Nearest Neighbours in Rainbow Trout (Oncorhynchus Mykiss) Classification Using Image-Based Features
Sensors
2018
A computer vision for animal ecology
Journal of Animal Ecology
2017
Discrimination of Common Ragweed (Ambrosia artemisiifolia)and Mugwort (Artemisia vulgaris)Based on Bag of Visual Words Model
Weed Technology
2017
DANNP: an efficient artificial neural network pruning tool
PeerJ Computer Science
2016
Morphological analysis of dendrites and spines by hybridization of ridge detection with twin support vector machine
PeerJ
2016
Advances in Intelligent Systems and Computing
2015
Automated identification of copepods using digital image processing and artificial neural network
BMC Bioinformatics
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