Publications

Journals

  1. Deepak Kumar and A. G. Ramakrishnan, "Binary Classification posed as a quadratically constrained quadratic programming and solved using particle swarm optimization", Sadhana, Vol. 41, No 3: 289-298, March 2016. (Download)
  2. J. Senthilnath, Deepak Kumar, J. A. Benediktsson and Xiaoyang Zhang, "A novel hierarchical clustering technique based on splitting and merging", International Journal of Image and Data Fusion, Vol. 7, No. 1: 10-41, 2016. This paper received best paper award for year 2016-2017. (Link)
  3. "A digital receiver for the Murchison Wide-field Array", Experimental Astronomy, Vol. 39, No.1: 73-93, 2015.
  4. K. Sankara Rao, A. N. Sringeswara, Deepak Kumar, Sandeep Pulla, and R. Sukumar, “A digital herbarium for the flora of Karnataka”, Current Science Vol. 102 No.9: 1268-1271, 2012. (Download)
  5. “Interferometric imaging with the 32 element Murchison Wide-field Array”, Publications of Astronomical Society of the Pacific, Volume 122, issue 897, pp.1353-1366.
  6. “The Murchison Widefield Array”, Proceedings of Science [PoS(RFI2010)016], 2010.
  7. “The Murchison Widefield Array: Design Overview”, IEEE press, vol 97, pp. 1497-1506, 2009.

Conferences

  1. Deepak Kumar, Adarsh A, Chandrika S, Kishor N, and Mala R, "Analysis of vital signals acquired from wearable device", in Third International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT 2018), PESCE, Mandya, 23-24th August 2018.
  2. Deepak Kumar, Vatsala K, Sushmitha Pattanshetty, and S. Sandhya, "Comparison of rainfall forecasting using Artificial neural network and Chaos theory", in Third International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT 2018), PESCE, Mandya, 23-24th August 2018.
  3. Deepak Kumar, Vatsala K, Sushmitha Pattanshetty, and S. Sandhya, "Analysis of segmentation methods on isolated Balinese characters from palm leaf manuscripts", in Third International Conference on Cognitive Computing and Information Processing (CCIP 2017), JSSIT, 15-16th December 2017 (Springer link)
  4. Deepak Kumar, Alice DSouza, Kruthika D, Madhushree J and Manasa M. P., "Automated panning of video devices", IEEE International Conference on Signal Processing and Communication (ICSPC'17), Karunya University, 28-29th July, 2017. (IEEExplore)
  5. Deepak Kumar, M.N. Anil Prasad, and A.G. Ramakrishnan, “Multi-script robust reading competition in ICDAR 2013,” in International Workshop on Multilingual OCR, (MOCR 2013), 24 Aug. 2013, Washington DC, USA.
  6. Deepak Kumar, M. N. Anil Prasad, and A. G. Ramakrishnan, “NESP: Nonlinear enhancement and selection of plane for optimal segmentation and recognition of scene word images”, in Document Recognition and Retrieval (DRR) XX, February 5-7, 2013. (Download)
  7. Deepak Kumar, M. N. Anil Prasad, and A. G. Ramakrishnan, “Evaluation of document binarization usnig eigen value decomposition”, in Document Recognition and Retrieval (DRR) XX, February 5-7, 2013.(Download)
  8. Deepak Kumar, M. N. Anil Prasad, and A. G. Ramakrishnan, “Benchmarking recognition results on camera captured word image datasets”, in Workshop on Document Analysis and Recognition (DAR 2012), December 16, 2012. (Download)
  9. Deepak Kumar and A. G. Ramakrishnan, “Recognition of Kannada characters extracted from scene images”, in Workshop on Document Analysis and Recognition (DAR 2012), December 16, 2012. (Download)
  10. Deepak Kumar, M. N. Anil Prasad, and A. G. Ramakrishnan, “MAPS: Midline analysis and propagation of segmentation”, in Eighth Indian Conference on Vision, Graphics and Image Processing (ICVGIP), December 16-19, 2012.(Download)
  11. J. Senthilnath, Ankur Raj, S. N. Omkar, V. Mani, and Deepak Kumar, “Quasi-based hierarchical clustering for land cover mapping using satellite images”, in Seventh International Conference on Bio-Inspired Computing: Theories and Application (BIC-TA 2012), December 14-16, 2012.
  12. Deepak Kumar and A. G. Ramakrishnan, “Power-law Transformation for Enhanced Recognition of Born-Digital Word Images”, in Proc. of International Conference on Signal Processing and Communications (SPCOM) July 22-25, 2012, Bangalore. (Download)
  13. Deepak Kumar and A. G. Ramakrishnan, “OTCYMIST: Otsu-Canny Minimal Spanning Tree for Born-Digital Images”, in Proc. of 10th IAPR International Workshop on Document Analysis Systems (DAS 2012), Queensland, Australia, March 27 - 29, 2012. (Download)
  14. Deepak Kumar and A. G. Ramakrishnan, “QUAD: Quality Assessment of Documents”, Proc. 4th Camera-based Document Analysis and Recognition (CBDAR 2011), pp. 79 - 84, Sept. 22, 2011, Beijing, China. (Download)
  15. Thotreingam Kasar, Deepak Kumar, M. N. Anil Prasad, D. Girish, and A. G. Ramakrishnan, “MAST: Multi-Script Annotation Toolkit for Scenic Text”, Proc. Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data (J-MOCR-AND) Sept. 17, 2011, Beijing, China. (Download)

Reports

  1. Deepak Kumar, M. N. Anil Prasad, and A. G. Ramakrishnan, “Benchmarking recognition results on word image datasets”, in CoRR, vol. abs/1208.6137, 2012. (Download)