Search Results for author: A. F. M. Shahab Uddin

Found 2 papers, 1 papers with code

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

no code implementations8 Feb 2024 Junghun Cha, Ali Haider, Seoyun Yang, Hoeyeong Jin, Subin Yang, A. F. M. Shahab Uddin, Jaehyoung Kim, Soo Ye Kim, Sung-Ho Bae

A significant volume of analog information, i. e., documents and images, have been digitized in the form of scanned copies for storing, sharing, and/or analyzing in the digital world.

Denoising Image Restoration +1

SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization

2 code implementations ICLR 2021 A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin, TaeChoong Chung, Sung-Ho Bae

We argue that such random selection strategies of the patches may not necessarily represent sufficient information about the corresponding object and thereby mixing the labels according to that uninformative patch enables the model to learn unexpected feature representation.

Data Augmentation object-detection +1

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