Search Results for author: Delfina Sol Martinez Pandiani

Found 3 papers, 1 papers with code

Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification

no code implementations29 Feb 2024 Delfina Sol Martinez Pandiani, Nicolas Lazzari, Valentina Presutti

In this work, we leverage situated perceptual knowledge of cultural images to enhance performance and interpretability in AC image classification.

Image Classification

Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories

no code implementations21 Aug 2023 Delfina Sol Martinez Pandiani, Valentina Presutti

The field of Computer Vision (CV) is increasingly shifting towards ``high-level'' visual sensemaking tasks, yet the exact nature of these tasks remains unclear and tacit.

Classification Clustering +2

Automatic Modeling of Social Concepts Evoked by Art Images as Multimodal Frames

1 code implementation14 Oct 2021 Delfina Sol Martinez Pandiani, Valentina Presutti

Social concepts referring to non-physical objects--such as revolution, violence, or friendship--are powerful tools to describe, index, and query the content of visual data, including ever-growing collections of art images from the Cultural Heritage (CH) field.

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