September 2024

Analysis of Hybrid Compositions in Animation Film

Detecting hybrid compositions in animation film with weakly supervised learning (Vision of Art Workshop, ECCV 2024)

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Analysis of Hybrid Compositions in Animation Film

Venue: Vision of Art (VISART) Workshop at the European Conference on Computer Vision (ECCV 2024)

Authors: M. Apellaniz Portos, R. Labadie-Tamayo, C. Stemmler, E. Feyersinger, A. Babic, F. Bruckner, V. Öhner, M. Zeppelzauer


This workshop paper applies weakly supervised learning to detect and analyze hybrid compositions in animation film — scenes that mix different animation techniques or combine animated and non-animated elements. Working with weak supervision keeps the approach practical when fine-grained annotations are scarce, which is typical for film archives.


The paper connects to the AniVision project on the computational analysis of animation styles, and was presented at a computer-vision-for-art workshop at ECCV.


Read the full paper: https://arxiv.org/abs/2410.04789