Agile modeling: From concept to classifier in minutes

O Stretcu, E Vendrow, K Hata… - Proceedings of the …, 2023 - openaccess.thecvf.com
The application of computer vision methods to nuanced, subjective concepts is growing.
While crowdsourcing has served the vision community well for most objective tasks (such as …

Equi-vocal: Synthesizing queries for compositional video events from limited user interactions

E Zhang, M Daum, D He, B Haynes, R Krishna… - Proceedings of the …, 2023 - dl.acm.org
We introduce EQUI-VOCAL: a new system that automatically synthesizes queries over
videos from limited user interactions. The user only provides a handful of positive and …

[PDF][PDF] V2V: Efficiently Synthesizing Video Results for Video Queries

D Winecki, A Nandi - 2024 IEEE 40th International Conference on …, 2024 - ixlab.github.io
Querying video data has become increasingly popular and useful. Video queries can be
complex, ranging from retrieval tasks (“find me the top videos that have...”), to analytics (“how …

EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions

E Zhang, M Daum, D He, M Ganti, B Haynes… - Proceedings of the …, 2023 - dl.acm.org
We demonstrate EQUI-VOCAL, a system that synthesizes compositional queries over videos
from user feedback. EQUI-VOCAL enables users to query a video database for complex …

Hydro: Adaptive Query Processing of ML Queries

GT Kakkar, J Cao, A Sengupta, J Arulraj… - arXiv preprint arXiv …, 2024 - arxiv.org
Query optimization in relational database management systems (DBMSs) is critical for fast
query processing. The query optimizer relies on precise selectivity and cost estimates to …

Leveraging Video Situation Monitoring in Assisted Living Environment

U Hafsa Billah, A Santra, S Chakravarthy - Proceedings of the 17th …, 2024 - dl.acm.org
Video situation monitoring is essential for various applications such as surveillance and
monitoring and societal applications (eg, senior care or Assisted Living (AL) monitoring) …

[图书][B] Data Storage and Exploration in a Video Data Management System

M Daum - 2023 - search.proquest.com
Increasingly many scientific and engineering domains rely on video data, which is
information dense and relatively easy to collect. At the same time, recent advances in …