all AI news
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression. (arXiv:2005.12810v3 [eess.IV] UPDATED)
Aug. 10, 2022, 1:12 a.m. | Shiyu Duan, Huaijin Chen, Jinwei Gu
cs.CV updates on arXiv.org arxiv.org
While humans can effortlessly transform complex visual scenes into simple
words and the other way around by leveraging their high-level understanding of
the content, conventional or the more recent learned image compression codecs
do not seem to utilize the semantic meanings of visual content to their full
potential. Moreover, they focus mostly on rate-distortion and tend to
underperform in perception quality especially in low bitrate regime, and often
disregard the performance of downstream computer vision algorithms, which is a
fast-growing …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Data Architect
@ Western Digital | San Jose, CA, United States
Senior Data Scientist GenAI (m/w/d)
@ Deutsche Telekom | Bonn, Deutschland
Senior Data Engineer, Telco (Remote)
@ Lightci | Toronto, Ontario
Consultant Data Architect/Engineer H/F - Innovative Tech
@ Devoteam | Lyon, France
(Senior) ML Engineer / Software Engineer Machine Learning & AI (m/f/x) onsite or remote (in Germany or Austria)
@ Scalable GmbH | Wien, Germany