Insectmamba: Insect pest classification with state space model

Q Wang, C Wang, Z Lai, Y Zhou - arXiv preprint arXiv:2404.03611, 2024 - arxiv.org
The classification of insect pests is a critical task in agricultural technology, vital for ensuring
food security and environmental sustainability. However, the complexity of pest …

Deep Learning for Image Classification: A Review

M Wu, J Zhou, Y Peng, S Wang, Y Zhang - International Conference on …, 2023 - Springer
Image classification is a cornerstone of computer vision and plays a crucial role in various
fields. This paper pays close attention to some traditional deep-learning approaches to …

A Critical Analysis of Deep Learning Applications in Crop Pest Classification: Promising Pathways and Limitations

MH Rafi, MR Mahjabin, MS Rahman… - … on Computer and …, 2023 - ieeexplore.ieee.org
Deep Learning (DL) has recently emerged as a pivotal tool in a wide variety of agricultural
end-level applications. While promising outcomes have been achieved in crop disease …

Supervised Contrastive Learning for Long-tailed SAR-AIRcraft Image Classification

Y Li, Y Liu, HZ Liao, JY Xia… - 2024 9th International …, 2024 - ieeexplore.ieee.org
Deep learning has witnessed revolutionary successes in the area of Synthetic Aperture
Radar (SAR) image classification. However, most of the existing methods do not perform …

Multi-Target Classification Using Deep Learning Models for Automotive Applications

LR Cenkeramaddi, C Vishnu… - 2023 11th International …, 2023 - ieeexplore.ieee.org
This paper presents a multi-perspective convolutional neural network (CNN) that extracts the
class of objects supporting intelligent transportation systems. The proposed model is the …

AInsectID Version 1.1: an Insect Species Identification Software Based on the Transfer Learning of Deep Convolutional Neural Networks

H Sadia, P Alam - bioRxiv, 2024 - biorxiv.org
AInsectID Version 1.1, is a GUI operable open-source insect species identification, color
processing and image analysis software. The software has a current database of 150 insects …

A Self-Assessment Framework for Initial Screening of Human Monkeypox

K Gupta, V Bajaj - … 5th International Conference on Control and …, 2023 - ieeexplore.ieee.org
Human monkeypox (MPX) is the deadliest infection that transmits from person to person by
direct interaction with animals, bodily fluids, coughing or sneezing, and infected things such …

A Multi-decision Fusion Strategy for PolSAR Image Classification

W Song, Y Chen, C Wang, Y Wu - … Conference on Data Storage and Data …, 2024 - dl.acm.org
To effectively fuse the high-dimensional features and make full use of the contribution of
different classifiers to image classification, we propose a polarimetric synthetic aperture …

Asymmetric Residual Transformer for Hyperspectral Image Classification Using Limited Training Samples

Y Sun, M Wang, J Xiang, L Hao, R Sun… - Proceedings of the 2023 …, 2023 - dl.acm.org
In recent years, the combination of convolutional neural network (CNN) and transformer has
become a trend. CNN is good at capturing local information, while transformer is good at …

Intelligent Sorting Method for Smartphones Based on Agents

X Hu, J Li, H Zheng, G Zhang - 2024 6th International …, 2024 - ieeexplore.ieee.org
Automated disassembly of discarded smartphones is a critical step in electronic waste
processing, yet existing automated systems often lack adaptability when handling various …