3 citations · 8 across the 8 of their papers we have counts for
8 papers
Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation
Alnur Alimanov, Md Baharul Islam
Experts use retinal images and vessel trees to detect and diagnose various eye, blood circulation, and brain-related diseases. However, manual segmentation of retinal images is a t…
Saliency-aware Stereoscopic Video Retargeting
Hassan Imani, Md Baharul Islam, Lai-Kuan Wong
Stereo video retargeting aims to resize an image to a desired aspect ratio. The quality of retargeted videos can be significantly impacted by the stereo videos spatial, temporal, a…
Retinal Image Restoration using Transformer and Cycle-Consistent Generative Adversarial Network
Alnur Alimanov, Md Baharul Islam
Medical imaging plays a significant role in detecting and treating various diseases. However, these images often happen to be of too poor quality, leading to decreased efficiency,…
Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet
Alnur Alimanov, Md Baharul Islam
Clinical screening with low-quality fundus images is challenging and significantly leads to misdiagnosis. This paper addresses the issue of improving the retinal image quality and…
HiMFR: A Hybrid Masked Face Recognition Through Face Inpainting
Md Imran Hosen, Md Baharul Islam
To recognize the masked face, one of the possible solutions could be to restore the occluded part of the face first and then apply the face recognition method. Inspired by the rece…
Masked Face Inpainting Through Residual Attention UNet
Md Imran Hosen, Md Baharul Islam
Realistic image restoration with high texture areas such as removing face masks is challenging. The state-of-the-art deep learning-based methods fail to guarantee high-fidelity, ca…
A New Dataset and Transformer for Stereoscopic Video Super-Resolution
Hassan Imani, Md Baharul Islam, Lai-Kuan Wong
Stereo video super-resolution (SVSR) aims to enhance the spatial resolution of the low-resolution video by reconstructing the high-resolution video. The key challenges in SVSR are…
HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model
Masum Shah Junayed, Arezoo Sadeghzadeh, Md Baharul Islam +2
Monocular omnidirectional depth estimation is receiving considerable research attention due to its broad applications for sensing 360° surroundings. Existing approaches in this fie…