Fully connected network-based intra prediction for image coding
This paper proposes a deep learning method for intra prediction. Different from traditional
methods utilizing some fixed rules, we propose using a fully connected network to learn an …
methods utilizing some fixed rules, we propose using a fully connected network to learn an …
High efficiency compression for object detection
Image and video compression has traditionally been tailored to human vision. However,
modern applications such as visual analytics and surveillance rely on computers “seeing” …
modern applications such as visual analytics and surveillance rely on computers “seeing” …
Machine learning-based fast angular prediction mode decision technique in video coding
S Ryu, J Kang - IEEE Transactions on Image Processing, 2018 - ieeexplore.ieee.org
In this paper, we propose a machine learning-based fast intra-prediction mode decision
algorithm, using random forest that is an ensemble model of randomized decision trees. The …
algorithm, using random forest that is an ensemble model of randomized decision trees. The …
Improving the Discrete Cosine Transform by the Sign Symbol Feature in H. 265/HEVC
SK Im, KH Chan - Proceedings of the 2nd International Conference on …, 2018 - dl.acm.org
DCT compression is widely used in H. 265/HEVC for the video coding processing. This
paper deals with enhancing the compression ratio by improving the Discrete Cosine …
paper deals with enhancing the compression ratio by improving the Discrete Cosine …
Optimization of compression techniques for still images and video for characterization of materials: mechanical applications
T Eseholi - 2018 - theses.hal.science
This PhD. thesis focuses on the optimization of fixed image and video compression
techniques for the characterization of materials in mechanical science applications, and it …
techniques for the characterization of materials in mechanical science applications, and it …
[HTML][HTML] Assessing the Potential Use of High Efficiency Video Coding (HEVC) and High Efficiency Image File Format (HEIF) in Archival Still Images
MJ Bennett - Code4Lib Journal, 2018 - journal.code4lib.org
The Code4Lib Journal – Assessing the Potential Use of High Efficiency Video Coding (HEVC)
and High Efficiency Image File Format (HEIF) in Archival Still Images The Code4Lib Journal …
and High Efficiency Image File Format (HEIF) in Archival Still Images The Code4Lib Journal …
Intra Coding Performance Comparison of HEVC, H. 264/AVC, Motion-JPEG2000 and JPEGXR Encoders
In this document the intra coding performance comparison of HEVC, H. 264/AVC, Motion-
JPEG2000 and JPEG XR is investigated. The performance of these four codecs is evaluated …
JPEG2000 and JPEG XR is investigated. The performance of these four codecs is evaluated …
Modified approach to arithmetical decoder performance optimization for aerial photography images compression
AR Vadimovich - Computational Mathematics and Information …, 2018 - cyberleninka.ru
This article is devoted to the development of fast arithmetical encoding algorithm for
compressing digital images. Subject of this paper is the research of arithmetical encoder …
compressing digital images. Subject of this paper is the research of arithmetical encoder …