Kumar Abhishek

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Color Invariant

Negative Samples

Top Venues

Medical Image Anal.

Artif. Intell. Rev.

Publications

Kumar Abhishek, Aditi Jain, Ghassan Hamarneh
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets. CoRR (2024)
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant. J. Big Data 11 (1) (2024)
Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. 95 (2024)
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88 (2023)
Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR (2023)
Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. CoRR (2022)
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR (2022)
Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. ECCV Workshops (4) (2022)
Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, Ghassan Hamarneh
Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes. Medical Image Anal. 77 (2022)
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant. CoRR (2022)
Mengliu Zhao, Jeremy Kawahara, Sajjad Shamanian, Kumar Abhishek, Priyanka Chandrashekar, Ghassan Hamarneh
Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Skin Textured Meshes. CoRR (2021)
Kumar Abhishek, Ghassan Hamarneh
Matthews Correlation Coefficient Loss For Deep Convolutional Networks: Application To Skin Lesion Segmentation. ISBI (2021)
Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh
Deep semantic segmentation of natural and medical images: a review. Artif. Intell. Rev. 54 (1) (2021)
Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh
D-LEMA: Deep Learning Ensembles From Multiple Annotations - Application to Skin Lesion Segmentation. CVPR Workshops (2021)
Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images. CoRR (2020)
Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh
D-LEMA: Deep Learning Ensembles from Multiple Annotations - Application to Skin Lesion Segmentation. CoRR (2020)
Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images. CVPR Workshops (2020)
Kumar Abhishek, Ghassan Hamarneh
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation. CoRR (2020)
Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh
Deep Semantic Segmentation of Natural and Medical Images: A Review. CoRR (2019)
Kumar Abhishek, Ghassan Hamarneh
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis. SASHIMI@MICCAI (2019)
Sorour Mohajerani, Reza Asad, Kumar Abhishek, Neha Sharma, Alysha van Duynhoven, Parvaneh Saeedi
Cloudmaskgan: A Content-Aware Unpaired Image-To-Image Translation Algorithm for Remote Sensing Imagery. ICIP (2019)
Kumar Abhishek, Ghassan Hamarneh
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis. CoRR (2019)
Saeid Asgari Taghanaki, Kumar Abhishek, Shekoofeh Azizi, Ghassan Hamarneh
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. CVPR (2019)
Saeid Asgari Taghanaki, Kumar Abhishek, Shekoofeh Azizi, Ghassan Hamarneh
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. CoRR (2019)
Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
Improved Inference via Deep Input Transfer. CoRR (2019)
Weina Jin, Mostafa Fatehi, Kumar Abhishek, Mayur Mallya, Brian Toyota, Ghassan Hamarneh
Applying Artificial Intelligence to Glioma Imaging: Advances and Challenges. CoRR (2019)
Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
Improved Inference via Deep Input Transfer. MICCAI (6) (2019)
Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
Signed Input Regularization. CoRR (2019)