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ORCIDSharif Amit Kamran
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Books and Theses
- 2023
[b1]Sharif Amit Kamran:
Deep Representation Learning with Limited Data for Biomedical Image Synthesis, Segmentation, and Detection. University of Nevada, Reno, USA, 2023
Conference and Workshop Papers
- 2023
- [c12]Sharif Amit Kamran, Khondker Fariha Hossain
, Alireza Tavakkoli, George Bebis, Salah A. Baker:
Swin-SFTNet : Spatial Feature Expansion and Aggregation Using Swin Transformer for Whole Breast Micro-Mass Segmentation. ISBI 2023: 1-5 - [c11]Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli:
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. MICCAI (7) 2023: 693-703 - 2022
- [c10]Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli:
Virtual-Reality Based Vestibular Ocular Motor Screening for Concussion Detection Using Machine-Learning. ISVC (2) 2022: 229-241 - [c9]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker:
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. OMIA@MICCAI 2022: 22-32 - [c8]Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Xingjun Ma:
ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks. AMAI@MICCAI 2022: 68-78 - 2021
- [c7]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker:
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. ICCVW 2021: 3228-3238 - [c6]Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Xingjun Ma, Sutharshan Rajasegarar, Chandan Karmaker:
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. ICMLA 2021: 50-56 - [c5]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker:
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs Using a Novel Multi-scale Generative Adversarial Network. MICCAI (8) 2021: 34-44 - 2020
- [c4]Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod:
Improving Robustness Using Joint Attention Network for Detecting Retinal Degeneration From Optical Coherence Tomography Images. ICIP 2020: 2476-2480 - [c3]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod:
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. ICPR 2020: 9122-9129 - [c2]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Zuckerbrod, Salah A. Baker, Kenton M. Sanders:
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. ISVC (2) 2020: 125-138 - 2019
- [c1]Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli:
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. ICMLA 2019: 964-971
Informal and Other Publications
- 2023
- [i17]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Salah A. Baker, Stewart Lee Zuckerbrod:
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation. CoRR abs/2303.09233 (2023) - [i16]Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli:
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. CoRR abs/2308.06332 (2023) - 2022
- [i15]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker:
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. CoRR abs/2206.12136 (2022) - [i14]Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli:
Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning. CoRR abs/2210.09295 (2022) - [i13]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, George Bebis, Salah A. Baker:
SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation. CoRR abs/2211.08717 (2022) - 2021
- [i12]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker:
RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks. CoRR abs/2101.00535 (2021) - [i11]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker:
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. CoRR abs/2104.06757 (2021) - [i10]Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Daniel Ma, Sutharshan Rajasegarar, Chandan Karmaker:
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. CoRR abs/2107.07677 (2021) - [i9]Sharif Amit Kamran, Shamik Sengupta, Alireza Tavakkoli:
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective. CoRR abs/2108.01852 (2021) - [i8]Khondker Fariha Hossain, Sharif Amit Kamran, Xingjun Ma, Alireza Tavakkoli:
ECG-ATK-GAN: Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks. CoRR abs/2110.09983 (2021) - 2020
- [i7]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod:
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. CoRR abs/2005.05267 (2020) - [i6]Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod:
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images. CoRR abs/2005.08094 (2020) - [i5]Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod:
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. CoRR abs/2007.09191 (2020) - 2019
- [i4]Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli:
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. CoRR abs/1910.05672 (2019) - 2018
- [i3]Sourajit Saha, Sharif Amit Kamran, Ali Shihab Sabbir:
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks. CoRR abs/1808.10524 (2018) - [i2]Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman:
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. CoRR abs/1810.04452 (2018) - 2017
- [i1]Sharif Amit Kamran, Ali Shihab Sabbir:
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation. CoRR abs/1707.08254 (2017)
Coauthor Index
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