Publications by authors named "Sergiu Oprea"

The ability to predict, anticipate and reason about future outcomes is a key component of intelligent decision-making systems. In light of the success of deep learning in computer vision, deep-learning-based video prediction emerged as a promising research direction. Defined as a self-supervised learning task, video prediction represents a suitable framework for representation learning, as it demonstrated potential capabilities for extracting meaningful representations of the underlying patterns in natural videos.

View Article and Find Full Text PDF
Article Synopsis
  • * A high-speed image acquisition system was developed utilizing a CMOS sensor and an FPGA board for efficient processing, enabling Fourier analysis of the AC signals at the pixel level.
  • * This system achieves real-time electro-plasmonic measurements from 30 Hz to 10 kHz with high consistency, while also allowing for phase measurements and simultaneous imaging using multiple FPGA setups.
View Article and Find Full Text PDF