Poornima Singh Thakur

About

A computer science and engineering research scholar who is working on AI-based smart agriculture solutions. Artificial Intelligence, Machine Learning, Deep Learning, and Blockchain Technology are my favorite technologies. I appreciate working on real-world challenges and coming up with novel approaches and compelling technology.

Employment

• ABV-IIITM Assistant Professor
  2024 - Present

Education

• PDPM Indian Institute of Information Technology Design and Manufacturing Jabalpur PhD
  2018 - 2024

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• An Ultra Lightweight Interpretable Convolution-Vision Transformer Fusion Model for Plant Disease Identification: ConViTX
  IEEE Transactions on Computational Biology and Bioinformatics 2025 DOI: 10.1109/TCBBIO.2024.3515149
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• Satellite Image-Based Surveillance and Early Wildfire Smoke Detection Using a Multiattention Interlaced Network
  IEEE Transactions on Industrial Informatics 2025 DOI: 10.1109/TII.2025.3528549
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• Ultra-lightweight convolution-transformer network for early fire smoke detection
  Fire Ecology 2024 DOI: 10.1186/s42408-024-00304-9
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• Real-Time Plant Disease Identification: Fusion of Vision Transformer and Conditional Convolutional Network With C3GAN-Based Data Augmentation
  IEEE Transactions on AgriFood Electronics 2024 DOI: 10.1109/TAFE.2024.3447792
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• Attention Based Twin Convolutional Neural Network with Inception Blocks for Plant Disease Detection Using Wavelet Transform
  2023 DOI: 10.1007/978-981-99-1648-1_26
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• Trends in vision-based machine learning techniques for plant disease identification: A systematic review
  Expert Systems with Applications 2022 DOI: 10.1016/j.eswa.2022.118117
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• VGG-ICNN: A Lightweight CNN model for crop disease identification
  Multimedia Tools and Applications 2022 DOI: 10.1007/s11042-022-13144-z
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• Analysis of Loss Functions for Image Reconstruction Using Convolutional Autoencoder
  Communications in Computer and Information Science 2022 DOI: 10.1007/978-3-031-11349-9_30
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• Vision Transformer for Plant Disease Detection: PlantViT
  Communications in Computer and Information Science 2022 DOI: 10.1007/978-3-031-11346-8_43
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• A Lightweight Multi-label Image Classification Model Based on Inception Module
  Communications in Computer and Information Science 2021 DOI: 10.1007/978-981-16-1103-2_20
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