Papers by Jiri Martinek
COMICORDA: Dialogue Act Recognition in Comic Books (2024.lrec-main)
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| Challenge: | Existing work on dialogue act recognition from images is limited to speech balloon segmentation and optical character recognition. |
| Approach: | They propose a novel DA recognition approach for comic books using speech balloon segmentation, optical character recognition and DA classification. |
| Outcome: | The proposed method achieves 98% average precision for speech balloon segmentation and exceeds 70% accuracy for the DA recognition task. |