15 citations · 18 across the 4 of their papers we have counts for
4 papers · 1 filter
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization
Rohan Reddy Mekala, Frederik Pahde, Simon Baur +11
In the realm of dermatological diagnoses, where the analysis of dermatoscopic and microscopic skin lesion images is pivotal for the accurate and early detection of various medical…
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth
Rohan Reddy Mekala, Elias Garratt, Matthias Muehle +3
Process refinement to consistently produce high-quality material over a large area of the grown crystal, enabling various applications from optics crystals to quantum detectors, ha…
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth
Rohan Reddy Mekala, Elias Garratt, Matthias Muehle +3
From a process development perspective, diamond growth via chemical vapor deposition has made significant strides. However, challenges persist in achieving high quality and large-a…
Metamorphic Detection of Adversarial Examples in Deep Learning Models With Affine Transformations
Rohan Reddy Mekala, Gudjon Einar Magnusson, Adam Porter +2
Adversarial attacks are small, carefully crafted perturbations, imperceptible to the naked eye; that when added to an image cause deep learning models to misclassify the image with…