Somanna M

About

Researcher and software developer specializing in computer vision, machine learning, and deep learning. Currently pursuing a Ph.D. with a focus on automated visual recognition systems. Experienced in e-governance projects, including university admissions, document management, and online exams, with expertise in payment gateway integration and process automation.

Employment

• Qventure Pvt Ltd Developer
  2018 - 2021

Education

• University of Mysore MCA
  2014 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Enhancing Indian Traffic Sign Detection Efficiency with Iterative Training Techniques and Augmentation
  2026 DOI: 10.1007/978-981-96-9533-1_19
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• Enhancing Signature Detection from Scanned Documents Using Hybrid Detection Model and Post-processing
  2026 DOI: 10.1007/978-981-96-9533-1_18
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• Enhancing classification accuracy through a cluster-based training approach: A case study of butterfly species classification
  2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) 2025 DOI: 10.1109/isacc65211.2025.10969317
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• Automated Template Based Signature Detection and Extraction from Multilingual Documents
  2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI) 2024 DOI: 10.1109/cvmi61877.2024.10782096
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