Assistant Professor

Mr Arun Kumar

Department of Electronics and Communication Engineering

Interests

  1. Image Processing
  2. Crop Image Segmentation
  3. Crop Disease Identification using Image Segmentation

Faculty Details

Education

2024

PDPM IIITDMJ, Jabalpur, M.P., India
Ph.D.

2017

R.I.T.S. Bhopal, M.P.,
India
M.Tech

2011

S.A.T.I VIDISHA, BHOPAL,
M.P., India,
Chonbuk National University
South Korea
B.E

Experience

  • Mar. 2012 to Aug. 2013 – Assistant Professor – SISTec-E, Bhopal, M.P.
  • Jul. 2015 to Dec. 2019 – Assistant Professor– SISTec-R, Bhopal, M.P.

Research Interest

  • Development of crop image segmentation technique using 1-D and 2-D histogram technique.
  • Exploring multilevel thresholding techniques for crop images in agriculture field for disease identification, ripeness status of fruit plant, crop health monitoring etc.

Awards & Fellowships

  • 2020-24 – PhD Fellowship – PDPM IIITDM Jabalpur, Ministry of Human Resource Development, Govt. of India

Memberships

  • IEEE Graduate Student Member

Publications

PEER-REVIEWED JOURNALS:

  • 1. Multilevel thresholding for crop image segmentation based on recursive minimum cross entropy using a swarm-based technique- Arun Kumar, A. Kumar, A. Vishwakarma, & G.K. Singh- Computers and Electronics in Agriculture, 203, 107488, (2022).
  • 2. An improved segmentation technique for multilevel thresholding of crop image using cuckoo search algorithm based on recursive minimum cross entropy- Arun Kumar, A. Kumar, A. Vishwakarma, & H.N. Lee- IET Signal Processing, 16(6), 630-649, (2022).
  • 3. A new method for crop image segmentation based on 2D-histogram using multi-strategy shuffled frog leaping algorithm- Arun Kumar, A. Kumar, A. Vishwakarma, & H. Singh- Soft Computing, 28, 8223–8246, (2024).

PATENT:

  • Constraint based complex crop image segmentation using sparse particle swarm optimization- Arun Kumar, A. Kumar, & A. Vishwakarma - Application number: 202023104014.

    • INTERNATIONAL CONFERENCES:

    • 1. Multilevel crop image segmentation using bacterial foraging optimization based on minimum cross entropy- Arun Kumar, A. Kumar, & A. Vishwakarma- International Conference on Control, Automation, Power and Signal Processing (ICAPS), pp. 1-6, (2021).
    • 2. Multilevel crop image segmentation using firefly algorithm and recursive minimum cross entropy- Arun Kumar, A. Kumar, & A. Vishwakarma- Machine Intelligence and Signal Processing (MISP), pp. 805-818, (2022).
    • 3. Multilevel thresholding of grayscale complex crop images using recursive minimum cross entropy- Arun Kumar, A. Kumar, & A. Vishwakarma-10th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 806-810, (2023).
    • 4. Improvement of complex background crop image segmentation using sparse PSO- Arun Kumar, A. Kumar, & A. Vishwakarma- 7th International Conference on Information and Communication Technology (IEEE CICT), pp. 1-6, (2023).

Contact Details

  • E-mail id: arunkumar.y@srmap.edu.in
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