Poornima Singh Thakur

VGG-ICNN: A Lightweight CNN model for crop disease identification

Poornima Singh Thakur, Tanuja Sheorey, Aparajita Ojha · Multimedia Tools and Applications · 2022 · 212 citations

Convolutional Neural Network, Precision Agriculture, Engineering +6

Vision transformer meets convolutional neural network for plant disease classification

Poornima Singh Thakur, Shubhangi Chaturvedi, Pritee Khanna et al. · Ecological Informatics · 2023 · 125 citations

Image Classification, Convolutional Neural Network, Machine Vision +10

Explainable vision transformer enabled convolutional neural network for plant disease identification: PlantXViT

Poornima Singh Thakur, Pritee Khanna, Tanuja Sheorey et al. · arXiv (Cornell University) · 2022 · 40 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +18

Real-Time Plant Disease Identification: Fusion of Vision Transformer and Conditional Convolutional Network With C3GAN-Based Data Augmentation

Poornima Singh Thakur, Shubhangi Chaturvedi, Pritee Khanna et al. · IEEE Transactions on AgriFood Electronics · 2024 · 10 citations

An Ultra Lightweight Interpretable Convolution-Vision Transformer Fusion Model for Plant Disease Identification: ConViTX

Poornima Singh Thakur, Shubhangi Chaturvedi, Ayan Seal et al. · IEEE Transactions on Computational Biology and Bioinformatics · 2025 · 10 citations