mlsanityData to 7 Oct 2026

Gesture Classification in Artworks Using Contextual Image Features

arXiv 2412.03456 ↗First posted 4 Dec 2024cs.CVcited by 1

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Abstract (arXiv)

Recognizing gestures in artworks can add a valuable dimension to art understanding and help to acknowledge the role of the sense of smell in cultural heritage. We propose a method to recognize smell gestures in historical artworks. We show that combining local features with global image context improves classification performance notably on different backbones.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 17 of its 35 references that are in the map. First posted on arXiv 4 Dec 2024.

Builds on

17 of 35 references.

References · 17

  1. 2020An Image is Worth 16x16 Words: Transformers for Image Recognition at Scalecited by 29,915
  2. 2014Microsoft COCO: Common Objects in Contextcited by 17,498
  3. 2021Swin Transformer: Hierarchical Vision Transformer using Shifted Windowscited by 12,082
  4. 2015Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networkscited by 9,617
  5. 2014ImageNet Large Scale Visual Recognition Challengecited by 8,441
  6. 2020End-to-End Object Detection with Transformerscited by 7,384
  7. 2019EfficientNet: Rethinking Model Scaling for Convolutional Neural Networkscited by 6,415
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  9. 2019Deep High-Resolution Representation Learning for Visual Recognitioncited by 1,417
  10. 2021Swin Transformer V2: Scaling Up Capacity and Resolutioncited by 1,215
  11. 2015Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Featurecited by 181
  12. 2016Detecting People in Artwork with CNNscited by 25
5 more
  1. 2020An analysis of the transfer learning of convolutional neural networks for artistic imagescited by 11
  2. 2022DEArt: Dataset of European Artcited by 9
  3. 2023Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art Historycited by 6
  4. 2023ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognitioncited by 6
  5. 2023SniffyArt: The Dataset of Smelling Personscited by 6

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