We present a new video storage system (VSS) designed to decouple high-level video operations from the low-level details required to store and efficiently retrieve video data. VSS …
A Khan, AK Paul, C Zimmer, S Oral… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Scientific communities are increasingly adopting deep learning (DL) models in their applications to accelerate scientific discovery processes. However, with rapid growth in the …
B Haynes, M Daum - Conference on Innovative Data Systems Research …, 2020 - par.nsf.gov
Many recent video applications| including autonomous driving, traffic monitoring, drone analytics, large-scale surveillance networks, and virtual reality require reasoning about …
N Wu, FX Lin, F Qian, B Han - … of the 23rd Annual International Workshop …, 2022 - dl.acm.org
While mobile applications have greatly benefited from 2D computer vision algorithms such as object detection and classification, there is limited research on exploring 3D vision that is …
R Verma, A Raghunath - arXiv preprint arXiv:2402.03283, 2024 - arxiv.org
There is growing interest in visual data management systems that support queries with specialized operations ranging from resizing an image to running complex machine learning …
We introduce the Visual Data Management System (VDMS), which enables faster access to big-visual-data and adds support to visual analytics. This is achieved by searching for …
We present a new video storage system (VSS) designed to decouple high-level video operations from the low-level details required to store and efficiently retrieve video data. VSS …
As visual analytics continues to rapidly grow, there is a critical need to improve the end-to- end efficiency of visual processing in edge/cloud systems. In this paper, we cover …
Pervasive cameras are generating videos at an unprecedented pace, making videos the new frontier of big data. As the processors, eg, CPU/GPU, become increasingly powerful, the …