40 citations · 79 across the 6 of their papers we have counts for
6 papers
Deep Perceptual Enhancement for Medical Image Analysis
S M A Sharif, Rizwan Ali Naqvi, Mithun Biswas +1
Due to numerous hardware shortcomings, medical image acquisition devices are susceptible to producing low-quality (i.e., low contrast, inappropriate brightness, noisy, etc.) images…
DarkDeblur: Learning single-shot image deblurring in low-light condition
S M A Sharif, Rizwan Ali Naqvi, Farman Alic +1
Single-shot image deblurring in a low-light condition is known to be a profoundly challenging image translation task. This study tackles the limitations of the low-light image debl…
SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction
S M A Sharif, Rizwan Ali Naqvi, Mithun Biswas
Nona-Bayer colour filter array (CFA) pattern is considered one of the most viable alternatives to traditional Bayer patterns. Despite the substantial advantages, such non-Bayer CFA…
Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor
SMA Sharif, Rizwan Ali Naqvi, Mithun Biswas
Pixel binning is considered one of the most prominent solutions to tackle the hardware limitation of smartphone cameras. Despite numerous advantages, such an image sensor has to ap…
A Two-stage Deep Network for High Dynamic Range Image Reconstruction
SMA Sharif, Rizwan Ali Naqvi, Mithun Biswas +1
Mapping a single exposure low dynamic range (LDR) image into a high dynamic range (HDR) is considered among the most strenuous image to image translation tasks due to exposure-rela…
BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset
Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom +4
Bangla handwriting recognition is becoming a very important issue nowadays. It is potentially a very important task specially for Bangla speaking population of Bangladesh and West…