3 papers
cs.CV2025
CrashSplat: 2D to 3D Vehicle Damage Segmentation in Gaussian Splatting
Dragoş-Andrei Chileban, Andrei-Ştefan Bulzan, Cosmin Cernǎzanu-Glǎvan
Automatic car damage detection has been a topic of significant interest for the auto insurance industry as it promises faster, accurate, and cost-effective damage assessments. Howe…
cs.CV2025
Towards Open World Detection: A Survey
Andrei-Stefan Bulzan, Cosmin Cernazanu-Glavan
For decades, Computer Vision has aimed at enabling machines to perceive the external world. Initial limitations led to the development of highly specialized niches. As success in e…
cs.NE2016
A New Training Method for Feedforward Neural Networks Based on Geometric Contraction Property of Activation Functions
Petre Birtea, Cosmin Cernazanu-Glavan, Alexandru Sisu
We propose a new training method for a feedforward neural network having the activation functions with the geometric contraction property. The method consists of constructing a new…