BIMAI is a multi-disciplinary laboratory that conducts research at the intersection between image synthesis, artificial intelligence and visual arts. BIMAI was founded in 2022 by Ruben Tous and is part of the CROMAI group at the Department of Computer Architechture of the Universitat Politècnica de Catalunya (UPC).

rotoscoped animation

Lester: Rotoscope Animation Through Video Object Segmentation and Tracking.

github

animation scenery from video

Temporally-coherent Video Cartoonization for Animation Scenery Generation.

github

video-to-lineart

Automatic line art animation from video.

film-to-animation

Automatic film footage cartoonization using 3D human pose estimation and generative models.

paper

Latest publications

Ruben Tous (2024). Lester: Rotoscope Animation Through Video Object Segmentation and Tracking.ArXiv, abs/2402.09883.
Hector Antona, Beatriz Otero and Ruben Tous. Diffusion models: task and domain adaptation for training efficiency.Electronics 2024, 13, 722. https://doi.org/10.3390/electronics13040722
Ruben Tous, Jordi Nin and Laura Igual. Human Pose Completion in Partial Body Camera Shots. Journal Of Experimental & Theoretical Artificial Intelligence. July 2023
Silvia Arellano, Beatriz Otero and Ruben Tous. Exploring Image Transformations with Diffusion Models: A Survey of Applications and Implementation Code. 9th International Conference on machine Learning, Optimization & Data science – LOD 2023 September 22 – 26, 2023. Grasmere, Lake District, England, UK
Ruben Tous. Pictonaut: Movie Cartoonization Using 3D Human Pose Estimation and GANs. Multimedia Tools and Applications volume 82, pag. 21101–21115 (2023). DOI: 10.1007/s11042-023-14556-1.

Contributors

Ruben Tous
Beatriz Otero
Gustavo Rayo
Camila Pérez
Héctor Antona
Joffre Alcivar
Roger García-Alzórriz
Silvia Arellano
Carlos Valverde
Beatriz Gomes
Sergi Espinosa
Judith Caldés

BIMAI

Barcelona Image and Artificial Intelligence Lab

rotoscoped animation

animation scenery from video

video-to-lineart

film-to-animation

Latest publications

Contributors

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