Aruna Kumar

Dr. Aruna Kumar S V

Assistant Professor|Faculty of Engineering and Technology, Department of Computer Science and Engineering


Dr. Aruna Kumar S V received his Ph.D degree in Computer Science and Engineering from Visvesvaraya Technological University, India. Currently he is working as a Assistant Professor at Department of Computer Science and Engineering, Ramaiah University of Applied Sciences, Bengaluru, India. Previously, he was a Post-Doc Researcher at University of Beira Interior, Portugal. His area of research includes biometrics and medical image processing.

Qualifications

  • Ph.D in Machine Learning

    Visvesvaraya Technological University, Belagavi

  • M.Tech in Software Engineering

    Sri Jayachamarajendra College of Engineering, Mysuru

  • B.E in Computer Science and Engineering

    U.B.D.T College of Engineering, Davangere

Experience

Total Experience: 10 years 2 months

Academic: 1 Year 2 Months

Industry: 1 Year

Research: 8 Year

Training Experience

  1. Invited as a resource person to deliver a talk on Medical Image Processing and Its Applications”, held at Administrative Training Institute (ATI), Mysuru.
  2. Invited as a resource person to deliver a talk on Impact of Literature Survey”, held at Amrita School of Arts and Sciences, Mysuru Campus, Mysuru.

Research Interest:

Medical Image Analysis, Biometric, Soft Computing

Keywords

  • Medical Image Analysis
  • Biometric
  • Soft computing

Ph.D. Dissertation:

Exploring Computational Intelligence Technique to Solve Image Analysis and Security Problems

International Conference Papers:

  1. M S Maheshan, B S Harish and S. V. Aruna Kumar, Sclera Segmentation using Spatial Kernel Fuzzy Clustering Methods”, 9th IAPR International Conference on Pattern Recognition Methods and Applications (Springer, Scopus, DBLP, SCITEPRESS), Valletta, Malta, 2020.
  2. Z. Emersic, S. V. Aruna Kumar, B. S. Harish, et al. The Unconstrained Ear Recognition Challenge 2019”, Competition organized by The 12th IAPR International Conference on Biometrics (ICB-2019), June 04 ‑June 07, 2019, Greece.
  3. C. K. Roopa, B. S. Harish and S. V. Aruna Kumar, Classification of ECG Arrhythmia using Symbolic Dynamics through Fuzzy Clustering Neural Network”, International Workshop on Pattern Recognition (SPIE Indexed), Jinan, China, 2018.
  4. C. K. Roopa, B. S. Harish, and S. V. Aruna Kumar. A Novel Method of Clustering ECG Arrhythmia data using Robust Spatial Kernel Fuzzy C‑Means”, Elsevier Procedia computer science 143 pp. 133 – 140, 2018.
  5. M. B Revanasiddappa, B. S. Harish and S. V. Aruna Kumar, Metacognitive Neural Network based Sequential Learning Framework for Text Categorization”, International Conference on Computational Intelligence and Data Science (ICCIDS) (Elsevier Procedia).
  6. H. M. Keerthi Kumar, B. S. Harish, S. V. Aruna Kumar, Manjunath Aradhya, Classification of Sentiments in Short-Text: An approach using mSMTP measure, 2nd International Conference on Machine Learning and Soft Computing (ICMLSC 2018), Vietnam.
  7. Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc, S. V. Aruna Kumar and B. S. Harish, SSERBC 2017: Sclera Segmentation and Eye Recognition Benchmarking Competition”, International Joint Conference on Biometrics (IJCB) (IEEE), USA, pp. 742 – 747, 2017.
  8. B. S. Harish, S. V. Aruna Kumar, Francesco Masulli and Stefano Rovetta, Adaptive Initialization of Cluster Centers using Ant Colony Optimization: Application to Medical Images”, 6th IAPR International Conference on Pattern Recognition Applications and Methods (ICPRAM 17) (Springer), Portugal, pp. 591 – 598, 2017.
  9. M. B Revanasiddappa, B. S. Harish and S. V. Aruna Kumar, Clustering Text Documents using Kernel Possibilistic C‑Means”, International Conference on Cognition and Recognition (ICCR 2016) (Springer), vol. 14, 2016.
  10. B. S. Harish, M. B. Revanasiddappa and S. V. Aruna Kumar, A Modified Support Vector Clustering Method for Document Categorization”, IEEE International Conference on Knowledge Engineering and Applications (ICKEA 2016) (IEEE), pp. 1 – 5, 2016. doi: 10.1109/ICKEA.2016.7802982.
  11. S. V. Aruna Kumar, B. S. Harish and V. N. Manjunath Aradhya, Picture fuzzy clustering method for medical image segmentation”, Second International Conference on Cognitive Computing and Information Processing (CCIP) (IEEE) , pp.1 – 6, 2016.
  12. S. V. Aruna Kumar and B. S. Harish, Spot detection in Microarray Images: An Approach based on Fuzzy Clustering”, International Conference On Recent Trends In Engineering And Material Sciences (ICEMS-2016) (Elsevier) March 17 – 19, Jaipur National University, Jaipur, 2016 .
  13. B. S. Harish, M. B. Revanasiddappa and S. V. Aruna Kumar, Symbolic Representation of Text Documents using Multiple Kernel FCM”, 3rd International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2015) (Springer LNAI), pp. 93 – 102, 2015.
  14. B. S. Harish, S. V. Aruna Kumar, D. S. Guru and M. N. Ngo, Novel iris segmentation algorithm based on small eigenvalue analysis”, Seventh International Conference on Graphic and Image Processing (ICGIP 2015) (SPIE), Singapore, vol. 9817, 2015.
  15. S. V. Aruna Kumar, B. S. Harish and D. S. Guru, Segmenting MRI brain images using Evolutionary Computation Technique”, International Conference on Cognitive Computing and Information Processing (CCIP) (IEEE), Noida, pp. 1 – 6, 2015.
  16. S. V. Aruna Kumar and B. S. Harish, Segmenting MRI Brain Images using novel Robust Spatial Kernel FCM (RSKFCM)”, Eighth International Conference on Image and Signal Processing (Elsevier)”, Bangalore, pp. 38 – 44, 2014.
  17. B. S. Harish, S. V. Aruna Kumar and S. Manjunath, Classifying Text Documents using Unconventional Representation”, International Conference on Big Data and Smart Computing (BigComp) (IEEE), Thailand, pp. 210 – 216, 2014.
  18. S. V. Aruna Kumar and B. S. Harish, Digital Video Broadcast (DVB) Standards: Comparison based on Technical Characteristics”, Fifth International conference on networks & Communication, July 13 – 15, Chennai, India, 2013

International Journal Papers:

  1. Ehsan Yaghoubi, S. V. Aruna Kumar, Hugo Proenca SSS-PR: A Short Survey of Surveys in Person Re-identification”, Pattern Recognition Letters (Elsevier)(Accepted)(IF: 3.25)
  2. Ehsan Yaghoubi, Diana Borza, S. V. Aruna Kumar, Hugo Proenca Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks”, Pattern Recognition Letters (Elsevier)(Accepted) (IF: 3.25)
  3. Ehsan Yaghoubi, Farhad Khezeli, Diana Borza, S. V. Aruna Kumar, Joao Neves, Hugo Proenca Human Attribute Recognition: A Comprehensive Survey”, Applied Sciences 2020, 10, 5608. (IF: 2.7)
  4. S. V. Aruna Kumar, Ehsan Yaghoubi, Abhijit Das, B. S. Harish, Hugo Proenca The P‑DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices”, IEEE Transactions on Information Forensics and Security(In Press)(10.1109/TIFS.2020.3040881) (IF: 6.2).
  5. Ehsan Yaghoubi, Diana Borza, Joao Neves, S. V. Aruna Kumar, Hugo Proenca An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition”, Image and Vision Computing (Elsevier)doi.org/10.1016/j.imavis.2020.103981. (IF: 3.1).
  6. C K Roopa, B S Harish and S. V. Aruna Kumar Segmenting ECG and MRI Data using Ant Colony Optimization”, International Journal of Artificial Intelligence and Soft Computing, 2020.
  7. S. V. Aruna Kumar, B. S. Harish, B. S. Mahanand and N. Sundararajan An efficient Meta-Cognitive Fuzzy C‑Means clustering approach, Applied Soft Computing (Elsevier), doi:https://​doi​.org/​1​0​.​1​0​1​6​/​j​.asoc… (IF: 5.1).
  8. S. V. Aruna Kumar, B. S. Harish and P. Shivakumara, A Novel Fuzzy Clustering based System for Medical Image 3 of 8 Segmentation”, International Journal of Computational Intelligence Studies (DBLP, ACM, Google Scholar) 2017.
  9. B. S. Harish and S. V. Aruna Kumar, Anomaly based Intrusion Detection using Modified Fuzzy Clustering”, International Journal of Interactive Multimedia and Artificial Intelligence (Scopus, DBLP, Web of Science), ISSN 1989 – 1660, 2017, DOI: 10.9781/ijimai.2017.05.002.
  10. S. V. Aruna Kumar and B. S. Harish, A Modified Intuitionistic Fuzzy Clustering Algorithm for Medical Image Segmentation”, Journal of Intelligent Systems (Scopus, DBLP, Web of Science), 2017, DOI: 10.1515/jisys-2016 – 0241.
  11. S. V. Aruna Kumar and B. S. Harish, Segmenting Medical Images using Computational Intelligence Technique”, International Journal of Information Processing(IJIP) (Google Scholar), vol. 9, no. 1, pp. 48{56, 2015.
  12. M S Maheshan, B S Harish, S V Aruna Kumar and C K Roopa., An Unsupervised Hybrid Symbolic Fuzzy Clustering approach for efficient Sclera Segmentation”, International Journal of Natural Computing Research (IJNCR), Accepted, 2021.

  1. University Grants Commission (UGC)-National Fellowship: Awarded from Government of India. 
  2. Awarded 1st Prize in Segmentation and 2nd Prize in Recognition task in Sclera Segmentation Benchmarking Competition organized by The 9th IAPR International Conference on Biometrics (ICB-2016), Sweden, 2016.
  3. Awarded 1st Prize in Recognition task in Sclera Segmentation and Eye Detection Benchmarking Competition in Conjunction with International Joint Conference on Biometrics (IJCB 17), USA, 2017.
  4. Awarded Travel Grant from University Grant Commission (UGC), Government of India for attending the IAPR International Conference on Pattern Recognition Applications and Methods (ICPRAM 17), Porto, Portugal, 2017.