Nitin Singhal

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Semantic Segmentation

Top Venues

Publications

Soumya Sarkar, Nitin Singhal, Shweta Jain, Shashi Shekhar Jha
CGFLasso: Combating Multicollinearity using Domain Knowledge. COMAD/CODS (2024)
Aashay Tinaikar, Geetank Raipuria, Nitin Singhal
Prototype Governed Contrastive Learning for Robust Image Classification in Histopathology. ISBI (2023)
Geetank Raipuria, Aman Srivastava, Nitin Singhal
TransEM-Net: Transformer Based Efficient Multi-Magnification Network for Histopathology. ISBI (2023)
Geetank Raipuria, Anu Shrivastava, Nitin Singhal
Stain-AgLr: Stain Agnostic Learning for Computational Histopathology Using Domain Consistency and Stain Regeneration Loss. DART@MICCAI (2022)
Pranab Samanta, Nitin Singhal
YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation. MIDL (2022)
Nilanjan Chattopadhyay, Shiv Gehlot, Nitin Singhal
FUSION: Fully Unsupervised Test-Time Stain Adaptation via Fused Normalization Statistics. CoRR (2022)
Nilanjan Chattopadhyay, Geetank Raipuria, Nitin Singhal
Self-Ensemble Distillation Using Mean Teachers with Long & Short Memory. ISBI (2022)
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, Ching-Wei Wang, Shih-Chang Lo, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. IEEE Trans. Medical Imaging 41 (10) (2022)
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwénolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. CoRR (2022)
Indranil Ray, Geetank Raipuria, Nitin Singhal
Rethinking ImageNet Pre-training for Computational Histopathology. EMBC (2022)
Nilanjan Chattopadhyay, Shiv Gehlot, Nitin Singhal
FUSION: Fully Unsupervised Test-Time Stain Adaptation via Fused Normalization Statistics. ECCV Workshops (7) (2022)
Ravi Kamble, Aman Srivastava, Nitin Singhal
LADEN: Lesion-Aware Adversarial Deep Network for Grading of Macular Diseases Using Color Fundus Images. ISBI (2022)
Pranab Samanta, Geetank Raipuria, Nitin Singhal
Context Aggregation Network For Semantic Labeling In Histopathology Images. ISBI (2021)
Harshal Nishar, Nikhil Chavanke, Nitin Singhal
Histopathological Stain Transfer using Style Transfer Network with Adversarial Loss. CoRR (2020)
Avinash Lokhande, Saikiran Bonthu, Nitin Singhal
Carcino-Net: A Deep Learning Framework for Automated Gleason Grading of Prostate Biopsies. EMBC (2020)
Sanket Deshmukh, Avinash Lokhande, Ratul Wasnik, Nitin Singhal
Vacuole Segmentation and Quantification in Liver Images of Wistar Rat. EMBC (2020)
Ravi Kamble, Pranab Samanta, Nitin Singhal
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder. OMIA@MICCAI (2020)
Harshal Nishar, Nikhil Chavanke, Nitin Singhal
Histopathological Stain Transfer Using Style Transfer Network with Adversarial Loss. MICCAI (5) (2020)
Geetank Raipuria, Saikiran Bonthu, Nitin Singhal
Noise Robust Training of Segmentation Model Using Knowledge Distillation. ICPR Workshops (1) (2020)
Nitin Singhal, Srinivas Kudavelly, G. A. Ramaraju
Deep Learning Based Junctional Zone Quantification using 3D Transvaginal Ultrasound in Assisted Reproduction. EMBC (2020)
Rahul Suresh, Srinivasan Sivanandan, Nitin Singhal, JinYong Lee, Mi-Young Lee, Hye-Sung Won
Automated measurement of fetal right-myocardial performance index from pulsed wave Doppler spectrum. Medical Imaging: Computer-Aided Diagnosis (2019)
Ravi Teja Narra, Nitin Singhal, Nikhil S. Narayan, G. A. Ramaraju
Automated ovarian volume quantification in transvaginal ultrasound. ISBI (2018)
Nitin Singhal, Suvadip Mukherjee, Christian Perrey
Automated assessment of endometrium from transvaginal ultrasound using Deep Learned Snake. ISBI (2017)
Hariharan Ravishankar, Sahana M. Prabhu, Vivek Vaidya, Nitin Singhal
Hybrid approach for automatic segmentation of fetal abdomen from ultrasound images using deep learning. ISBI (2016)
Nicolas Seiller, Williem, Nitin Singhal, In Kyu Park
Object oriented framework for real-time image processing on GPU. Multim. Tools Appl. 70 (3) (2014)
Nitin Singhal, Jin Woo Yoo, Ho Yeol Choi, In Kyu Park
Implementation and Optimization of Image Processing Algorithms on Embedded GPU. IEICE Trans. Inf. Syst. (5) (2012)
Nitin Singhal, Jin Woo Yoo, Ho Yeol Choi, In Kyu Park
Design and optimization of image processing algorithms on mobile GPU. SIGGRAPH Posters (2011)
In Kyu Park, Nitin Singhal, Man Hee Lee, Sungdae Cho, Chris W. Kim
Design and Performance Evaluation of Image Processing Algorithms on GPUs. IEEE Trans. Parallel Distributed Syst. 22 (1) (2011)
Man Hee Lee, Nitin Singhal, Sungdae Cho, In Kyu Park
Mobile photo collage. CVPR Workshops (2010)
Nicolas Seiller, Nitin Singhal, In Kyu Park
Object oriented framework for real-time image processing on GPU. ICIP (2010)
Nitin Singhal, In Kyu Park, Sungdae Cho
Implementation and optimization of image processing algorithms on handheld GPU. ICIP (2010)
Nitin Singhal, Byungjun Son, Sungdae Cho
Motion sketch. SIGGRAPH ASIA (Posters) (2010)
In Kyu Park, Nitin Singhal, Man Hee Lee, Sungdae Cho
Efficient design and implementation of visual computing algorithms on the GPU. ICIP (2009)
Nitin Singhal, Young-Yoon Lee, Chang-Su Kim, Sang-Uk Lee
Robust image watermarking using local Zernike moments. J. Vis. Commun. Image Represent. 20 (6) (2009)
Nitin Singhal, Young-Yoon Lee, Chang-Su Kim, Sang-Uk Lee
Robust Image Watermarking Based on Local Zernike Moments. MMSP (2007)