Publications

2024

1. 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},
   }

2. US Patent

   System and method for diagnosing celiac disease

   Guillermo J Tearney, Gududappanavar Nagarajappa Girish, and David Odeke Otuya

   2024

   US Patent App. 18/548,951

2023

1. Kinect Sensor-Based Indoor 3D Reconstruction-A Pilot Study

   Amruth Mandappa TS, Pavan Kumar BN, Bharatesh Chakravarthi, and 3 more authors

   In 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS) 2023, 2023

   Bib

   @inproceedings{ts2023kinect,
     title = {Kinect Sensor-Based Indoor 3D Reconstruction-A Pilot Study},
     author = {TS, Amruth Mandappa and BN, Pavan Kumar and Chakravarthi, Bharatesh and Manjunath, KV and Girish, GN and Prasad, Prabhu},
     booktitle = {7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS) 2023},
     pages = {1--5},
     year = {2023},
     publisher = {IEEE},
   }

2. Segmentation and Classification of Unharvested Arecanut Bunches Using Deep Learning

   R Dhanesha, DK Umesha, Gurudeva Shastri Hiremath, and 2 more authors

   In International Conference on Intelligent Systems in Computing and Communication, 2023

   Bib

   @inproceedings{dhanesha2023segmentation,
     title = {Segmentation and Classification of Unharvested Arecanut Bunches Using Deep Learning},
     author = {Dhanesha, R and Umesha, DK and Hiremath, Gurudeva Shastri and Girish, GN and Shrinivasa Naika, CL},
     booktitle = {International Conference on Intelligent Systems in Computing and Communication},
     pages = {158--170},
     year = {2023},
     publisher = {Springer},
   }

3. IEEE Access

   A deep ensemble learning-based CNN architecture for multiclass retinal fluid segmentation in oct images

   Mohammad Rahil, BN Anoop, GN Girish, and 3 more authors

   IEEE Access, 2023

   Bib

   @article{rahil2023deep,
     title = {A deep ensemble learning-based CNN architecture for multiclass retinal fluid segmentation in oct images},
     author = {Rahil, Mohammad and Anoop, BN and Girish, GN and Kothari, Abhishek R and Koolagudi, Shashidhar G and Rajan, Jeny},
     journal = {IEEE Access},
     volume = {11},
     pages = {17241--17251},
     year = {2023},
     publisher = {IEEE},
   }

2022

1. 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},
   }

2021

1. 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},
   }

2. Segmentation of Arecanut Bunches: a Comparative Study of Different Color Models

   R Dhanesha, DK Umesha, CL Shrinivasa Naika, and 1 more author

   In IEEE Mysore Sub Section International Conference (MysuruCon) 2021, 2021

   Bib

   @inproceedings{dhanesha2021segmentation,
     title = {Segmentation of Arecanut Bunches: a Comparative Study of Different Color Models},
     author = {Dhanesha, R and Umesha, DK and Naika, CL Shrinivasa and Girish, GN},
     booktitle = {IEEE Mysore Sub Section International Conference (MysuruCon) 2021},
     pages = {752--758},
     year = {2021},
     publisher = {IEEE},
   }

3. PReMI-2021

   Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images

   BN Anoop, Saswat Parida, B Ajith, and 4 more authors

   In International Conference on Pattern Recognition and Machine Intelligence, 2021

   Bib

   @inproceedings{anoop2021attention,
     title = {Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images},
     author = {Anoop, BN and Parida, Saswat and Ajith, B and Girish, GN and Kothari, Abhishek R and Kavitha, Muthu Subash and Rajan, Jeny},
     booktitle = {International Conference on Pattern Recognition and Machine Intelligence},
     pages = {213--223},
     year = {2021},
     publisher = {Springer},
   }

4. BSPC

   A cascaded convolutional neural network architecture for despeckling OCT images

   BN Anoop, Kaushik S Kalmady, Akhil Udathu, and 4 more authors

   Biomedical Signal Processing and Control, 2021

   Bib

   @article{anoop2021cascaded,
     title = {A cascaded convolutional neural network architecture for despeckling OCT images},
     author = {Anoop, BN and Kalmady, Kaushik S and Udathu, Akhil and Siddharth, V and Girish, GN and Kothari, Abhishek R and Rajan, Jeny},
     journal = {Biomedical Signal Processing and Control},
     volume = {66},
     pages = {102463},
     year = {2021},
     publisher = {Elsevier},
   }

2020

1. CVIP-2018

   Retinal-layer segmentation using dilated convolutions

   T Guru Pradeep Reddy, Kandiraju Sai Ashritha, TM Prajwala, and 4 more authors

   In Proceedings of 3rd International Conference on Computer Vision and Image Processing: CVIP 2018, Volume 1, 2020

   Bib

   @inproceedings{guru2020retinal,
     title = {Retinal-layer segmentation using dilated convolutions},
     author = {Guru Pradeep Reddy, T and Ashritha, Kandiraju Sai and Prajwala, TM and Girish, GN and Kothari, Abhishek R and Koolagudi, Shashidhar G and Rajan, Jeny},
     booktitle = {Proceedings of 3rd International Conference on Computer Vision and Image Processing: CVIP 2018, Volume 1},
     pages = {279--292},
     year = {2020},
     publisher = {Springer},
   }

2. BBE

   Stack generalized deep ensemble learning for retinal layer segmentation in optical coherence tomography images

   BN Anoop, Rakesh Pavan, GN Girish, and 2 more authors

   Biocybernetics and Biomedical Engineering, 2020

   Bib

   @article{anoop2020stack,
     title = {Stack generalized deep ensemble learning for retinal layer segmentation in optical coherence tomography images},
     author = {Anoop, BN and Pavan, Rakesh and Girish, GN and Kothari, Abhishek R and Rajan, Jeny},
     journal = {Biocybernetics and Biomedical Engineering},
     volume = {40},
     number = {4},
     pages = {1343--1358},
     year = {2020},
     publisher = {Elsevier},
   }

2019

1. 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},
   }

2. IEEE EMBC’19

   Deep learning based sub-retinal fluid segmentation in central serous chorioretinopathy optical coherence tomography scans

   TJ Narendra Rao, GN Girish, Abhishek R Kothari, and 1 more author

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

   Bib

   @inproceedings{rao2019deep,
     title = {Deep learning based sub-retinal fluid segmentation in central serous chorioretinopathy optical coherence tomography scans},
     author = {Rao, TJ Narendra and Girish, GN and Kothari, Abhishek R and Rajan, Jeny},
     booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019},
     pages = {978--981},
     year = {2019},
     publisher = {IEEE},
   }

3. Despeckling algorithms for optical coherence tomography images: a review

   BN Anoop, GN Girish, PV Sudeep, and 1 more author

   Advanced Classification Techniques for Healthcare Analysis, 2019

   Bib

   @article{anoop2019despeckling,
     title = {Despeckling algorithms for optical coherence tomography images: a review},
     author = {Anoop, BN and Girish, GN and Sudeep, PV and Rajan, Jeny},
     journal = {Advanced Classification Techniques for Healthcare Analysis},
     pages = {286--310},
     year = {2019},
     publisher = {IGI Global},
   }

2018

1. 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},
   }

2. A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography b-scans

   GN Girish, VA Anima, Abhishek R Kothari, and 3 more authors

   Computer Methods and Programs in Biomedicine, 2018

   Bib

   @article{girish2018benchmark,
     title = {A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography b-scans},
     author = {Girish, GN and Anima, VA and Kothari, Abhishek R and Sudeep, PV and Roychowdhury, Sohini and Rajan, Jeny},
     journal = {Computer Methods and Programs in Biomedicine},
     volume = {153},
     pages = {105--114},
     year = {2018},
     publisher = {Elsevier},
   }

3. Anomalous event detection methodologies for surveillance application: An insight

   TJ Narendra Rao, GN Girish, Mohit P Tahiliani, and 1 more author

   In Handbook of Research on Advanced Concepts in Real-Time Image and Video Processing, 2018

   Bib

   @incollection{rao2018anomalous,
     title = {Anomalous event detection methodologies for surveillance application: An insight},
     author = {Rao, TJ Narendra and Girish, GN and Tahiliani, Mohit P and Rajan, Jeny},
     booktitle = {Handbook of Research on Advanced Concepts in Real-Time Image and Video Processing},
     pages = {1--27},
     year = {2018},
     publisher = {IGI Global},
   }

2017

1. An improved contextual information based approach for anomaly detection via adaptive inference for surveillance application

   TJ Narendra Rao, GN Girish, and Jeny Rajan

   In Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1, 2017

   Bib

   @inproceedings{rao2017improved,
     title = {An improved contextual information based approach for anomaly detection via adaptive inference for surveillance application},
     author = {Rao, TJ Narendra and Girish, GN and Rajan, Jeny},
     booktitle = {Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1},
     pages = {133--147},
     year = {2017},
     publisher = {Springer},
   }

2. Pattern Recognit. Lett.

   Marker controlled watershed transform for intra-retinal cysts segmentation from optical coherence tomography b-scans

   GN Girish, Abhishek R Kothari, and Jeny Rajan

   Pattern Recognition Letters, 2017

   Bib

   @article{girish2017marker,
     title = {Marker controlled watershed transform for intra-retinal cysts segmentation from optical coherence tomography b-scans},
     author = {Girish, GN and Kothari, Abhishek R and Rajan, Jeny},
     journal = {Pattern Recognition Letters},
     year = {2017},
   }

2016

1. Text-Independent Automatic Accent Identification System for Kannada Language

   R Soorajkumar, GN Girish, Pravin B Ramteke, and 2 more authors

   In Proceedings of the International Conference on Data Engineering and Communication Technology, 2016

   Bib

   @inproceedings{soorajkumar2016text,
     title = {Text-Independent Automatic Accent Identification System for Kannada Language},
     author = {Soorajkumar, R and Girish, GN and Ramteke, Pravin B and Joshi, Shreyas S and Koolagudi, Shashidhar G},
     booktitle = {Proceedings of the International Conference on Data Engineering and Communication Technology},
     pages = {411--418},
     year = {2016},
     publisher = {Springer},
   }

2. IEEE EMBC’16

   Automated segmentation of intra-retinal cysts from optical coherence tomography scans using marker controlled watershed transform

   GN Girish, Abhishek R Kothari, and Jeny Rajan

   In 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016, 2016

   Bib

   @inproceedings{girish2016automated,
     title = {Automated segmentation of intra-retinal cysts from optical coherence tomography scans using marker controlled watershed transform},
     author = {Girish, GN and Kothari, Abhishek R and Rajan, Jeny},
     booktitle = {38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016},
     pages = {1292--1295},
     year = {2016},
     publisher = {IEEE},
   }

2014

1. Face recognition using MB-LBP and PCA: A comparative study

   GN Girish, Pradip K Das, and Shrinivasa Naika C L

   In International Conference on Computer Communication and Informatics (ICCCI) 2014, 2014

   Bib

   

   @inproceedings{girish2014face,
     title = {Face recognition using MB-LBP and PCA: A comparative study},
     author = {Girish, GN and Das, Pradip K and C L, Shrinivasa Naika},
     booktitle = {International Conference on Computer Communication and Informatics (ICCCI) 2014},
     pages = {1--6},
     year = {2014},
     publisher = {IEEE},
   }

2. Effect of Modified Convolution on Local Descriptor based Face Recognition

   GN Girish, CL Shrinivasa Naika, and Pradip K Das

   In Eighth International Conference on Image and Signal Processing (ICISP 2014), 2014

   Bib

   @inproceedings{girish2014effect,
     title = {Effect of Modified Convolution on Local Descriptor based Face Recognition},
     author = {Girish, GN and Naika, CL Shrinivasa and Das, Pradip K},
     booktitle = {Eighth International Conference on Image and Signal Processing (ICISP 2014)},
     pages = {390--397},
     year = {2014},
     publisher = {Elsevier},
   }

3. A Comparative Study on Face Recognition Using MB-LBP and PCA

   GN Girish

   2014