Sumit Kumar

Employment

• Amity University Associate Professor
  2018 - Present

Education

• Moradabad Institute of Technology B.Tech

Projects & Funding

Projects & funding information is unavailable.

Publications (20)

• Deep learning framework for glaucoma detection using enhanced U-Net segmentation and 2D-CNN classification
  Journal of Integrated Science and Technology 2025 0 citations DOI: 10.62110/sciencein.jist.2025.v13.1185
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• Automatic multilevel image thresholding segmentation using hybrid bio-inspired algorithm and artificial neural network for histopathology images
  Multimedia Tools and Applications 2023 31 citations DOI: 10.1007/s11042-022-12168-9
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• USMA-BOF: A Novel Bag-of-Features Algorithm for Classification of Infected Plant Leaf Images in Precision Agriculture
  IEEE Robotics & Automation Magazine 2023 15 citations DOI: 10.1109/MRA.2023.3315929
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• GGA‐MLP: A Greedy Genetic Algorithm to Optimize Weights and Biases in Multilayer Perceptron
  Contrast Media & Molecular Imaging 2022 20 citations DOI: 10.1155/2022/4036035
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• A new complete color normalization method for H&E stained histopatholgical images
  Applied Intelligence 2021 35 citations DOI: 10.1007/s10489-021-02231-7
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• MLP-LOA: a metaheuristic approach to design an optimal multilayer perceptron
  Soft Computing 2019 30 citations DOI: 10.1007/s00500-019-03773-2
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• Entropy-based Multilevel 2D Histogram Image Segmentation using DEWO Optimization Algorithm
  2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019 2019 9 citations DOI: 10.1109/ICACTM.2019.8776793
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• Comparison of optimization strategies for numerical optimization
  Advances in Intelligent Systems and Computing 2019 3 citations DOI: 10.1007/978-981-10-8848-3_69
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• Comparison among APSO, PSO GA for performance investigation of SEIG with balanced loading
  Proceedings of the 9th International Conference On Cloud Computing, Data Science and Engineering, Confluence 2019 2019 4 citations DOI: 10.1109/CONFLUENCE.2019.8776887
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• A new meta-heuristic algorithm based on chemical reactions for partitional clustering problems
  Evolutionary Intelligence 2019 22 citations DOI: 10.1007/s12065-019-00221-w
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