Search Results for author: Zona Kostic

Found 3 papers, 1 papers with code

LineCap: Line Charts for Data Visualization Captioning Models

1 code implementation15 Jul 2022 Anita Mahinpei, Zona Kostic, Chris Tanner

Data visualization captions help readers understand the purpose of a visualization and are crucial for individuals with visual impairments.

Data Visualization Image Captioning

Roomsemble: Progressive web application for intuitive property search

no code implementations15 Feb 2022 Chris Kottmyer, Kevin Zhao, Zona Kostic, Aleksandar Jevremovic

A successful real estate search process involves locating a property that meets a user's search criteria subject to an allocated budget and time constraints.

What Image Features Boost Housing Market Predictions?

no code implementations15 Jul 2021 Zona Kostic, Aleksandar Jevremovic

After comparing these techniques as applied to a set of property-related images (indoor, outdoor, and satellite), we conclude the following: (i) the entropy is the most efficient single-digit visual measure for housing price prediction; (ii) image segmentation is the most important visual feature for the prediction of housing lifespan; and (iii) deep image features can be used to quantify interior characteristics and contribute to captivation modeling.

Image Segmentation Semantic Segmentation

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