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Kumar Abhishek
Kumar Abhishek
Graduate Student, School of Computing Science, Simon Fraser University
在 iitg.ernet.in 的电子邮件经过验证 - 首页
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Deep semantic segmentation of natural and medical images: a review
S Asgari Taghanaki, K Abhishek, JP Cohen, J Cohen-Adad, G Hamarneh
Artificial Intelligence Review 54, 137-178, 2021
7312021
A survey on deep learning for skin lesion segmentation
Z Mirikharaji, K Abhishek, A Bissoto, C Barata, S Avila, E Valle, ME Celebi, ...
Medical Image Analysis 88, 102863, 2023
542023
Matthews correlation coefficient loss for deep convolutional networks: Application to skin lesion segmentation
K Abhishek, G Hamarneh
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 225-229, 2021
472021
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
47*2020
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis
K Abhishek, G Hamarneh
Simulation and Synthesis in Medical Imaging 11827, 71-80, 2019
462019
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
442020
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
402019
D-lema: Deep learning ensembles from multiple annotations-application to skin lesion segmentation
Z Mirikharaji, K Abhishek, S Izadi, G Hamarneh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
342021
Predicting the clinical management of skin lesions using deep learning
K Abhishek, J Kawahara, G Hamarneh
Scientific Reports 11 (1), 1-14, 2021
332021
A Minutiae Count Based Method for Fake Fingerprint Detection
K Abhishek, A Yogi
Procedia Computer Science 58 (C), 447-452, 2015
292015
Attribution-based XAI methods in computer vision: A review
K Abhishek, D Kamath
arXiv preprint arXiv:2211.14736, 2022
232022
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
172015
Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes
M Zhao, J Kawahara, K Abhishek, S Shamanian, G Hamarneh
Medical Image Analysis 77, 102329, 2022
15*2022
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
152019
CIRCLe: Color invariant representation learning for unbiased classification of skin lesions
A Pakzad, K Abhishek, G Hamarneh
European Conference on Computer Vision, 203-219, 2022
142022
Improved Inference via Deep Input Transfer
SA Taghanaki, K Abhishek, G Hamarneh
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 …, 2019
92019
DermSynth3D: Synthesis of in-the-wild annotated dermatology images
A Sinha, J Kawahara, A Pakzad, K Abhishek, M Ruthven, E Ghorbel, ...
Medical Image Analysis 95, 103145, 2024
52024
Multi-Sample -mixup: Richer, More Realistic Synthetic Samples from a -Series Interpolant
K Abhishek, CJ Brown, G Hamarneh
Journal of Big Data 11 (43), 1-41, 2024
42024
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
32014
Input Space Augmentation for Skin Lesion Segmentation in Dermoscopic Images
K Abhishek
Simon Fraser University, 2020
22020
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