David Istrati

Mr. David Istrati


Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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18 January 2024 in Journal of Imaging
Verified
Journal Article
Open access
PDF file
SDStacy A. Doore
Stacy A. Doore
DIDavid Istrati
David Istrati
CXChenchang Xu
Chenchang Xu
YQYixuan Qiu
Yixuan Qiu
ASAnais Sarrazin
Anais Sarrazin
NGNicholas A Giudice
Nicholas A Giudice
The lack of accessible information conveyed by descriptions of art images presents significant barriers for people with blindness and low vision (BLV) to engage with visual artwork. Most museums are not able to easily provide accessible image descriptions for BLV visitors to build a mental representation of artwork due to vastness of collections, limitations of curator training, and current measures for what constitutes effective automated captions. This paper reports on the results of two studies investigating the types of information that should be included to provide high-quality accessible artwork descriptions based on input from BLV description evaluators. We report on: (1) a qualitative study asking BLV participants for their preferences for layered description characteristics; and (2) an evaluation of several current models for image captioning as applied to an artwork image dataset. We then provide recommendations for researchers working on accessible image captioning and museum engagement applications through a focus on spatial information access strategies.