Girish G N

Contact Information:

F-124, e-Block

IIIT Dharwad

Ittigatti Road, Dharwad, India-580009

Email: girish@iiitdwd.ac.in

I am an Assistant Professor at the Indian Institute of Information Technology Dharwad (IIIT Dharwad), India. Previously I worked as an Assistant Professor at the Indian Institute of Information Technology Sri City (IIITS), India. I was a postdoctoral research fellow at the Tearney Lab, Wellman Centre for Photomedicine, Massachusetts General Hospital, and Harvard Medical School, Harvard University, USA. I have obtained my PhD in Computer Science and Engineering from the National Institute of Technology Karnataka, Surathkal, India. My research interests include Image Processing, Machine Learning, Deep Learning, Optical Coherence Tomography, and Medical Image Analysis.

news

Dec 10, 2024	Participated in Bengaluru Tech Summit 2024, a global platform for showcasing technology, innovation, and research excellence
Dec 10, 2024	Will be delivering a session on "Introduction to Healthcare Challenges and AI Solutions"
Nov 15, 2024	Article has been accepted for publication in Sensors and Sensing Technologies for Traffic, Driving and Transportation, Sensors, MDPI

selected publications

IEEE EMBC’19

Depthwise separable convolutional neural network model for intra-retinal cyst segmentation

GN Girish, Banoth Saikumar, Sohini Roychowdhury, and 2 more authors

In 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019, 2019

Bib

@inproceedings{girish2019depthwise,
  title = {Depthwise separable convolutional neural network model for intra-retinal cyst segmentation},
  author = {Girish, GN and Saikumar, Banoth and Roychowdhury, Sohini and Kothari, Abhishek R and Rajan, Jeny},
  booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019},
  pages = {2027--2031},
  year = {2019},
  publisher = {IEEE},
}

SPIE BIOS

Non-invasive tethered capsule endomicroscopy imaging biomarkers for the diagnosis of the celiac disease from unsedated patients

GN Girish, Paola A Leon Alarcon, Amilcar Barrios, and 8 more authors

In Endoscopic Microscopy XVI, 2021

Bib

@inproceedings{girish2021non,
  title = {Non-invasive tethered capsule endomicroscopy imaging biomarkers for the diagnosis of the celiac disease from unsedated patients},
  author = {Girish, GN and Alarcon, Paola A Leon and Barrios, Amilcar and Otuya, David O and Dong, Jing and Giddings, Sarah L and Mudalaje, Nitasha G and Grant, Catriona N and Gardecki, Joseph A and Nishioka, Norman and others},
  booktitle = {Endoscopic Microscopy XVI},
  volume = {11620},
  pages = {1162003},
  year = {2021},
  publisher = {SPIE},
}

CVIP-2022

Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans

Hemanth Pasupuleti, Abhishek R Kothari, and GN Girish

In International Conference on Computer Vision and Image Processing, 2022

Bib

@inproceedings{pasupuleti2022unsupervised,
  title = {Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans},
  author = {Pasupuleti, Hemanth and Kothari, Abhishek R and Girish, GN},
  booktitle = {International Conference on Computer Vision and Image Processing},
  pages = {674--685},
  year = {2022},
  publisher = {Springer},
}

Sensors

Object Detection and Classification Framework for Analysis of Video Data Acquired from Indian Roads

Aayushi Padia, Aryan TN, Sharan Thummagunti, and 6 more authors

Sensors, 2024

Bib

@article{padia2024object,
  title = {Object Detection and Classification Framework for Analysis of Video Data Acquired from Indian Roads},
  author = {Padia, Aayushi and TN, Aryan and Thummagunti, Sharan and Sharma, Vivaan and K. Vanahalli, Manjunath and BM, Prabhu Prasad and GN, Girish and Kim, Yong-Guk and BN, Pavan Kumar},
  journal = {Sensors},
  volume = {24},
  number = {19},
  pages = {6319},
  year = {2024},
  publisher = {MDPI},
}

IEEE JBHI

Segmentation of intra-retinal cysts from optical coherence tomography images using a fully convolutional neural network model

GN Girish, Bibhash Thakur, Sohini Roy Chowdhury, and 2 more authors

IEEE journal of biomedical and health informatics, 2018

Bib

@article{girish2018segmentation,
  title = {Segmentation of intra-retinal cysts from optical coherence tomography images using a fully convolutional neural network model},
  author = {Girish, GN and Thakur, Bibhash and Chowdhury, Sohini Roy and Kothari, Abhishek R and Rajan, Jeny},
  journal = {IEEE journal of biomedical and health informatics},
  volume = {23},
  number = {1},
  pages = {296--304},
  year = {2018},
  publisher = {IEEE},
}