1 code implementation • 18 Apr 2024 • Radu Chivereanu, Adrian Cosma, Andy Catruna, Razvan Rughinis, Emilian Radoi
For action recognition, we employ LLMs to generate textual descriptions of actions in the BABEL-60 dataset, facilitating the alignment of motion sequences with linguistic representations.
no code implementations • 18 Apr 2024 • Andrei Niculae, Andy Catruna, Adrian Cosma, Daniel Rosner, Emilian Radoi
We systematically evaluate the performance of our artifact correction model against a range of noisy surveillance data and demonstrate that our approach not only achieves improved pose estimation on low-quality surveillance footage, but also preserves the integrity of the pose estimation on high resolution footage.
no code implementations • 21 Aug 2023 • Andy Catruna, Adrian Cosma, Emilian Radoi
Our results show that GaitPT achieves state-of-the-art performance compared to other skeleton-based gait recognition works, in both controlled and in-the-wild scenarios.
no code implementations • 31 Oct 2021 • Andy Catruna, Adrian Cosma, Ion Emilian Radoi
Our results show on par or higher performance with facial analysis models with an F1 score of 91% and the ability to successfully generalise to scenarios in which facial analysis is unfeasible due to subjects not facing the camera or having the face obstructed.