6 citations · 6 across the 3 of their papers we have counts for
3 papers
eess.IV2023
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation
Ümit Mert Çağlar, Alperen İnci, Oğuz Hanoğlu +2
Endoscopic imaging is commonly used to diagnose Ulcerative Colitis (UC) and classify its severity. It has been shown that deep learning based methods are effective in automated ana…
cs.CV2023★ 6 cited
Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces
Ayberk Aydin, Alptekin Temizel
Deep neural networks are known to be vulnerable to adversarial perturbations. The amount of these perturbations are generally quantified using metrics, such as , a…
cs.CV2023
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture
M. Esat Kalfaoglu, Halil Ibrahim Ozturk, Ozsel Kilinc +1
Driving scene understanding task involves detecting static elements such as lanes, traffic signs, and traffic lights, and their relationships with each other. To facilitate the dev…