Kumar Abhishek
Kumar Abhishek
Graduate Student, School of Computing Science, Simon Fraser University
Verified email at iitg.ernet.in - Homepage
Title
Cited by
Cited by
Year
Deep Semantic Segmentation of Natural and Medical Images: A Review
SA Taghanaki, K Abhishek, JP Cohen, J Cohen-Adad, G Hamarneh
Artificial Intelligence Review 54 (1), 137-178, 2021
502021
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis
K Abhishek, G Hamarneh
Simulation and Synthesis in Medical Imaging 11827, 71-80, 2019
162019
A Minutiae Count Based Method for Fake Fingerprint Detection
K Abhishek, A Yogi
Procedia Computer Science 58 (C), 447-452, 2015
142015
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations
SA Taghanaki, K Abhishek, S Azizi, G Hamarneh
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 …, 2019
132019
Non-Invasive Measurement of Heart Rate and Hemoglobin Concentration Level Through Fingertip
K Abhishek, AK Saxena, RK Sonkar
Signal Processing, Informatics, Communication and Energy Systems (SPICES …, 2015
122015
Improved Inference via Deep Input Transfer
SA Taghanaki, K Abhishek, G Hamarneh
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 …, 2019
62019
Cloudmaskgan: A Content-Aware Unpaired Image-To-Image Translation Algorithm for Remote Sensing Imagery
S Mohajerani, R Asad, K Abhishek, N Sharma, A van Duynhoven, ...
2019 IEEE International Conference on Image Processing (ICIP), 1965-1969, 2019
62019
Retinal image classification via vasculature-guided sequential attention
M Zhao, G Hamarneh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
62019
Improved Inference via Deep Input Transfer
SA Taghanaki, K Abhishek, G Hamarneh
International Conference on Medical Image Computing and Computer Assisted …, 2019
62019
Artificial Intelligence In Glioma Imaging: Challenges and Advances
W Jin, M Fatehi, K Abhishek, M Mallya, B Toyota, G Hamarneh
Journal of Neural Engineering, 2020
52020
Applying artificial intelligence to glioma imaging: Advances and challenges
W Jin, M Fatehi, K Abhishek, M Mallya, B Toyota, G Hamarneh
arXiv preprint arXiv:1911.12886, 2019
32019
Illumination-Based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images
K Abhishek, G Hamarneh, MS Drew
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2020
2*2020
Signed input regularization
SA Taghanaki, K Abhishek, G Hamarneh
arXiv preprint arXiv:1911.07086, 2019
22019
D-LEMA: Deep Learning Ensembles from Multiple Annotations--Application to Skin Lesion Segmentation
Z Mirikharaji, K Abhishek, S Izadi, G Hamarneh
arXiv preprint arXiv:2012.07206, 2020
2020
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation
K Abhishek, G Hamarneh
arXiv preprint arXiv:2010.13454, 2020
2020
Input Space Augmentation for Skin Lesion Segmentation in Dermoscopic Images
K Abhishek
Simon Fraser University, 2020
2020
Predicting the Clinical Management of Skin Lesions Using Deep Learning
K Abhishek, J Kawahara, G Hamarneh
medRxiv, 2020
2020
Summarization and Visualization of Large Volumes of Broadcast Video Data
K Abhishek, A Yogi
https://arxiv.org/abs/1901.03842, 2015
2015
An enhanced algorithm for the quantification of human chorionic gonadotropin (hCG) level in commercially available home pregnancy test kits
K Abhishek, M Haloi, SS Channappayya, SRK Vanjari, D Dendukuri, ...
2014 Twentieth National Conference on Communications (NCC), 1-5, 2014
2014
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