Overview of the MPEG-CDVS standard

LY Duan, V Chandrasekhar, J Chen… - … on Image Processing, 2015 - ieeexplore.ieee.org
Compact descriptors for visual search (CDVS) is a recently completed standard from the ISO/IEC
moving pictures experts group (MPEG). The primary goal of this standard is to provide a …

Compact descriptors for video analysis: The emerging MPEG standard

LY Duan, Y Lou, Y Bai, T Huang, W Gao… - IEEE …, 2018 - ieeexplore.ieee.org
This paper provides an overview of the on-going compact descriptors for video analysis
standard (CDVA) from the ISO/IEC moving pictures experts group (MPEG). MPEG-CDVA targets …

Human activity recognition using standard descriptors of MPEG CDVS

Ł Kamiński, S Maćkowiak… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
In this paper, a novel human activity recognition method is presented. The proposed solution
uses a single stationary camera in order to detect common human activities like: hand …

Machine Learning-Based Low-Complexity Image Feature Descriptor for MPEG-CDVS Standard

YW Jiang, YR Chen, SH Lin… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
Compact descriptors for visual search (CDVS) is a completed standard from the ISO/IEC
moving pictures experts group (MPEG). CDVS has a low complexity and bitrate efficiency on …

Fast MPEG-CDVS encoder with GPU-CPU hybrid computing

LY Duan, W Sun, X Zhang, S Wang… - … on Image Processing, 2018 - ieeexplore.ieee.org
The compact descriptors for visual search (CDVS) standard from ISO/IEC moving pictures
experts group has succeeded in enabling the interoperability for efficient and effective image …

A fast MPEG's CDVS implementation for GPU featured in mobile devices

A Garbo, S Quer - IEEE Access, 2018 - ieeexplore.ieee.org
The Moving Picture Experts Group's Compact Descriptors for Visual Search (MPEG's CDVS)
intends to standardize technologies in order to enable an interoperable, efficient, and cross-…

Compression Method for MPEG CDVA Global Feature Descriptors

J Kim, W Jo, G Lim, J Yun, S Kwak, S Jung… - Journal of Broadcast …, 2022 - koreascience.kr
In this paper, we propose a novel compression method for scalable Fisher vectors (SCFV)
which is used as a global visual feature description of individual video frames in MPEG CDVA …

Mpeg cdvs feature trajectories for action recognition in videos

R Dasari, CW Chen - 2018 IEEE Conference on Multimedia …, 2018 - ieeexplore.ieee.org
Visual Action Recognition on mobile phones is a challenging problem. Mobile and wearable
devices deal with power, memory, computational and hardware constraints, which mandate …

[PDF][PDF] Feature extraction using MPEG-CDVS and Deep Learning with application to robotic navigation and image classification

P PORTO BUARQUE DE GUSMAO - 2017 - tesidottorato.depositolegale.it
The main contributions of this thesis are the evaluation of MPEG Compact Descriptor for
Visual Search in the context of indoor robotic navigation and the introduction of a new method …

[PDF][PDF] Feature extraction using MPEG-CDVS and Deep Learning with application to robotic navigation and image classification.

PPB de Gusmão - 2017 - core.ac.uk
The main contributions of this thesis are the evaluation of MPEG Compact Descriptor for
Visual Search in the context of indoor robotic navigation and the introduction of a new method …