Research Publications

Journals

  • K. Gupta, A. Bhavsar, A. Sao, "Detecting Mitotic Cells in HEp-2 Images as Anomalies via One Class Classifier", Computers in Biology and Medicine, Vol. 111, 2019.

  • K. Gupta, A. Bhavsar, A. Sao, "Identification of HEp-2 Specimen Images with Mitotic Cell Patterns", Biocybernatics & Biomedical Engineering, Vol. 40, 2020.

Conferences

  • K. Gupta, D. Thapar, A. Bhavsar, and A. K. Sao, "Effectiveness of GAN-based Synthetic Samples Generation of Minority HEp-2 Patterns", Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the Annual Conference of the Canadian Medical and Biological Engineering Society, Montreal, Canada, July 2020.

  • K. Gupta, A. Thakur, A. Bhavsar, and A. K. Sao, "Glaucoma precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma", Precognition, CVPR-W, June 2020.

  • K. Gupta, A. Bhavsar and A. K. Sao, "A CNN based HEp-2 specimen image segmentation and identification of Mitotic Spindle type specimens ", International Conference on Computer Analysis in Images and Patterns (CAIP), Italy, September 2019.

  • K. Gupta, D. Thapar, A. Bhavsar and A. K. Sao, "Deep Metric Learning for Identification of Mitotic patterns of HEp-2 Cell Images", IEEE Workshop on Computer Vision for Microscopy Image Analysis (CVMI), with CVPR, Long Beach, June 2019.

  • K. Gupta, A. Bhavsar and A. K. Sao, ``Deep neural network based identification of HEp-2 specimen images for autoimmune disorders detection", IEEE CBMS-International Symposium on Computer Based Medical Systems, Codoba, Spain, June 2019.

  • K. Gupta, A. Bhavsar and A. K. Sao, "Mitotic Cells Detection for HEp-2 Specimen Images using Threshold based Evaluation Scheme", SPIE Medical Imaging, Texas (USA), February 2018.

  • K. Gupta, A. Bhavsar and A. K. Sao, "CNN based Mitotic HEp-2 Cells Detection for Diagnosis of AutoImmune Disorders", BIOIMAGING, Madeira, Portugal, January 2018.

  • K. Gupta, A. Bhavsar and A. K. Sao, "Mitotic v/s non-mitotic HEp-2 cells classification for CAD based Auto-Immune Disorder detection: A study using CNN", Young Researchers Symposium, CODS-COMAD, Goa University, India, January, 2018.

  • S. Gautam, K. Gupta, A. Bhavsar, A. K. Sao, "Unsupervised segmentation of cervical cell nuclei via adaptive clustering", Conference on Medical Image Understanding and Analysis (MIUA), Edinburgh, Scotland, June 2017.

  • V. Gupta, K. Gupta, A. Bhavsar and A. K. Sao, "Hierarchical classification of HEp-2 cell images using class-specific feature", in Proceedings of the 6th European Workshop on Visual Information Processing, Marseille, France, October 2016.

  • K. Gupta, V. Gupta, A. Bhavsar and A. K. Sao, "Class-specific hierarchical classification for HEp-2 specimen images", in Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, September 2015.

  • K. Gupta, V. Gupta, A. K. Sao, A. Bhavsar, and A. D. Dileep, "Class-specific hierarchical classification of HEp-2 cell images: The case of two classes". in Proceedings of the Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (with ICPR 2014), Sweden, August 2014.

  • K. Gupta, D. Thapar, A. Bhavsar, and A.K.Sao, "GAN based generation of synthetic minority HEp-2 cell images for autoimmune disroders diagnosis". WiML with International Conference on Machine Learning, July 2020 (Extended abstract).

  • K. Gupta, A. Bhavsar and A.K.Sao, "Deep Neural Network based Mitotic type HEp-2 Specimen Detection for Autoimmune Disorders Diagnosis", Women in Computer Vision WiCV (CVPRW), Long Beach, USA, June 2019 (Extended abstract).

  • K. Gupta, A. Bhavsar and A.K. Sao, "Computer Aided Diagnosis (CAD) based system for Autoimmune Disorders Detection", Indian Science Congress, Jalandhar, India, January 2019 (Extended abstract).

  • K. Gupta, A. Bhavsar and A.K. Sao, "HEp-2 Cell Classification for CAD based Autoimmune Disorder Detection", Grace Hopper Celebration India (GHCI), Bangalore, India, November 2018 (Extended abstract).

  • S. Gautam, K. Gupta, A. Bhavsar, A.K. Sao, "Unsupervised Segmentation of Cervical Cancer Nuclei via Adaptive Clustering", IEEE Conference on Computer Vision and Pattern Recognition, WiCV workshop (CVPRW), Hawaii, USA, June 2017 (Extended abstract).

  • V. Gupta, K. Gupta, A. Bhavsar, A. Sao, "Hierarchical classification of HEp-2 cell images using class specific features", IEEE Conference on Computer Vision and Pattern Recognition, WiCV workshop (CVPRW), Las Vegas, USA, June 2016 (Extended abstract).