EVA: A symbolic approach to accelerating exploratory video analytics with materialized views

Z Xu, GT Kakkar, J Arulraj… - Proceedings of the 2022 …, 2022 - dl.acm.org
Advances in deep learning have led to a resurgence of interest in video analytics. In an
exploratory video analytics pipeline, a data scientist often starts by searching for a global …

A hybrid watermarking scheme for H. 264/AVC video

G Qiu, P Marziliano, ATS Ho, D He… - Proceedings of the 17th …, 2004 - ieeexplore.ieee.org
A novel H. 264/AVC watermarking method is proposed in this paper. By embedding the
robust watermark into DCT domain and the fragile watermark into motion vectors …

HVS: hierarchical graph structure based on voronoi diagrams for solving approximate nearest neighbor search

K Lu, M Kudo, C **ao, Y Ishikawa - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
Approximate nearest neighbor search (ANNS) is a fundamental problem that has a wide
range of applications in information retrieval and data mining. Among state-of-the-art in …

Lightdb: A dbms for virtual reality video

B Haynes, A Mazumdar, M Balazinska, L Ceze… - Proceedings of the …, 2018 - par.nsf.gov
We present the data model, architecture, and evaluation ofLightDB, a database
management system designed to efficientlymanage virtual, augmented, and mixed reality …

Video query processing in the VDBMS testbed for video database research

W Aref, M Hammad, AC Catlin, I Ilyas… - Proceedings of the 1st …, 2003 - dl.acm.org
The increased use of video data sets for multimedia-based applications has created a
demand for strong video database support, including efficient methods for handling the …

Superframes, a temporal video segmentation

HS Sokeh, V Argyriou, D Monekosso… - 2018 24th …, 2018 - ieeexplore.ieee.org
The goal of video segmentation is to turn video data into a set of concrete motion clusters
that can be easily interpreted as building blocks of the video. There are some works on …

System and method for high-resolution storage of images

A Cilia, RV Vanman - US Patent 9,860,536, 2018 - Google Patents
An image-creation method includes capturing an image as digital data, locating an area of
interest of the captured image, extracting, from the digital data, at least some data …

A note on graph-based nearest neighbor search

H Wang, Z Wang, W Wang, Y **ao, Z Zhao… - arxiv preprint arxiv …, 2020 - arxiv.org
Nearest neighbor search has found numerous applications in machine learning, data mining
and massive data processing systems. The past few years have witnessed the popularity of …

Overview and future trends of multimedia research for content access and distribution

ML Shyu, SC Chen, Q Sun, H Yu - International Journal of Semantic …, 2007 - World Scientific
The advances in information technology, computational capability, and communication
networks have enabled large-scale data collection and distribution of vast amounts of …

VDBMS: A testbed facility for research in video database benchmarking

W Aref, AC Catlin, A Elmagarmid, J Fan, M Hammad… - Multimedia …, 2004 - Springer
Real-world video-based applications require database technology that is capable of storing
digital video in the form of video databases and providing content-based video search and …