566 citations · 839 across the 37 of their papers we have counts for
4 papers · 1 filter
State-of-the-Art in Nudity Classification: A Comparative Analysis
Fatih Cagatay Akyon, Alptekin Temizel
This paper presents a comparative analysis of existing nudity classification techniques for classifying images based on the presence of nudity, with a focus on their application in…
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…
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…
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…