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Dr. Sugata Banerji
(Associate Professor)
Department of Mathematics & Computer Science • Lake Forest College •
555 North Sheridan Road • Lake Forest, IL 60045
Office: Young Hall 218 • Phone: +1-847-735-5156 • Email:Email me

Publications

  1. S. Banerji, R. R. Zunker, and A. Sinha, "Finding Better Matches: Improving Image Retrieval with EFM-HOG," in International Journal on Advances in Software, vol. 13, no 3 & 4, pp. 116-128, 2020.
    [PDF] [BibTeX]
  2. S. Banerji, and A. Sinha, "EFM-HOG: Improving Image Retrieval in the Wild," in Proceedings of the Fourth International Conference on Advances in Signal, Image and Video Processing (SIGNAL 2019), June 2-6, 2019, Athens, Greece.
    [PDF] [BibTeX]
  3. R. R. Zunker, A. Sinha, and S. Banerji "House Hunting: Image-based Geo-Localization of Buildings within a City," in Proceedings of the 2019 5th International Conference on Computing and Data Engineering (ICCDE'19), ACM, New York, NY, USA, pp. 100-104.
    [PDF] [BibTeX]
  4. R. D. Meltser, S. Banerji, and A. Sinha, "What's that Style? A CNN-based Approach for Classification and Retrieval of Building Images", in Proceedings of the International Conference on Advances in Pattern Recognition, December 27-30, 2017, Bangalore, India.
    [PDF] [BibTeX]
  5. J. Chakraborty, and S. Banerji, "Evaluating Predictive Models for Solar Energy Growth in the US States and Identifying Key Drivers", in Proceedings of the International Conference on Renewable Energy and Environment, November 1-3, 2017, Toronto, Canada.
    [PDF] [BibTeX]
  6. S. Banerji, and A. Sinha, "Painting Classification using a Pre-trained Convolutional Neural Network," 2nd Workshop on Computer Vision Applications at the Tenth Indian Conference on Vision, Graphics and Image Processing, December 19, 2016, Guwahati, India.
    [PDF] [BibTeX]
  7. A. Sinha, S. Banerji, and C. Liu, "New Color GPHOG Descriptors for Object and Scene Image Classification," Machine Vision and Applications, vol. 25, issue 2, pp. 361-375, 2014.
    [Link] [BibTeX]
  8. S. Banerji , A. Sinha, and C. Liu, "New Image Descriptors Based on Color, Texture, Shape, and Wavelets for Object and Scene Image Classification," Neurocomputing, 2013.
    [PDF] [BibTeX]
  9. S. Banerji, A. Verma, and C. Liu, "LBP and Color Descriptors for Image Classification" in Cross Disciplinary Biometric Systems, C. Liu and V. Mago Eds., Springer-Verlag, pp. 205-225, 2012.
     [Link] [BibTeX]
  10. S. Banerji, A. Sinha, and C. Liu, "HaarHOG: Improving the HOG Descriptor for Image Classification," IEEE International Conference on Systems, Man, and Cybernetics, October 13-16, 2013, Manchester, UK.
    [PDF]  [BibTeX]
  11. S. Banerji, A. Sinha, and C. Liu, "A New Bag of Words LBP (BoWL) Descriptor for Scene Image Classification," The Fifteenth International Conference on Computer Analysis of Images and Patterns, August 27-29, 2013, York, UK.
    [PDF] [Poster] [BibTeX]
  12. A. Sinha, S. Banerji, and C. Liu, "Novel Color Gabor-LBP-PHOG (GLP) Descriptors for Object and Scene Image Classification", The Eighth Indian Conference on Vision, Graphics and Image Processing, December 16-19, 2012, Mumbai, India.
     [PDF] [BibTeX]
  13. A. Sinha, S. Banerji, and C. Liu, "Gabor-Based Novel Local, Shape and Color Features for Image Classification" The 19th International Conference on Neural Information Processing, November 12-15, 2012, Doha, Qatar.
     [PDF] [BibTeX]
  14. A. Sinha, S. Banerji, and C. Liu, "Novel Gabor-PHOG Features for Object and Scene Image Classification", in Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science Volume 7626, pp 584-592, 2012.
     [PDF] [BibTeX]
  15. S. Banerji, A. Sinha, and C. Liu, "Novel Color HWML Descriptors for Scene and Object Image Classification" The 3rd International Conference on Image Processing Theory, Tools & Applications, October 15-18, 2012, Istanbul, Turkey.
    [PDF] [BibTeX]
  16. S. Banerji, A. Sinha, and C. Liu, "Scene Image Classification: Some Novel Descriptors" IEEE International Conference on Systems, Man, and Cybernetics, October 14-17, 2012, Seoul, Korea.
     [PDF] [BibTeX]
  17. A. Sinha, S. Banerji, and C. Liu, "Gabor-Based Novel Color Descriptors for Object and Scene Image Classification" The 16th International Conference on Image Processing, Computer Vision, & Pattern Recognition, July 16-19, 2012, Las Vegas, Nevada, USA.
    [PDF] [BibTeX]
  18. S. Banerji, A. Sinha, and C. Liu, "Object and Scene Image Classification Using Unconventional Color Descriptors" The 16th International Conference on Image Processing, Computer Vision, & Pattern Recognition, July 16-19, 2012, Las Vegas, Nevada, USA.
    [PDF] [BibTeX]
  19. S. Banerji, A. Verma, and C. Liu, "Novel Color LBP Descriptors for Scene and Image Texture Classification," The 15th International Conference on Image Processing, Computer Vision, and Pattern Recognition, July 18-21, 2011, Las Vegas, Nevada, USA.
    [PDF] [BibTeX]
  20. A. Verma, S. Banerji, and C. Liu, "A New Color SIFT Descriptor and Methods for Image Category Classification" The 2010 International Congress on Computer Applications and Computational Science, 4-6 December 2010, Singapore.
    [PDF] [BibTeX]