Full Text:
<327>
CLC number:
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 0000-00-00
Cited: 0
Clicked: 607
Visual knowledge in the big model era: Retrospect and prospect
| |||||||||||||
Wenguan WANG, Yi YANG, Yunhe PAN. Visual knowledge in the big model era: Retrospect and prospect[J]. Frontiers of Information Technology & Electronic Engineering, 1998, -1(-1): .
@article{title="Visual knowledge in the big model era: Retrospect and prospect",
author="Wenguan WANG, Yi YANG, Yunhe PAN",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="-1",
number="-1",
pages="",
year="1998",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.2400250"
}
%0 Journal Article
%T Visual knowledge in the big model era: Retrospect and prospect
%A Wenguan WANG
%A Yi YANG
%A Yunhe PAN
%J Journal of Zhejiang University SCIENCE C
%V -1
%N -1
%P
%@ 2095-9184
%D 1998
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.2400250
TY - JOUR
T1 - Visual knowledge in the big model era: Retrospect and prospect
A1 - Wenguan WANG
A1 - Yi YANG
A1 - Yunhe PAN
J0 - Journal of Zhejiang University Science C
VL - -1
IS - -1
SP -
EP -
%@ 2095-9184
Y1 - 1998
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.2400250
Abstract: visual knowledge is a new form of knowledge representation that can encapsulate visual concepts and their relations in a succinct, comprehensive, and interpretable manner, with a deep root in cognitive psychology. As the knowledge of the visual world has been identified as an indispensable component of human cognition and intelligence, visual knowledge is poised to have a pivotal role in establishing machine intelligence. With the recent advance of artificial intelligence (AI) techniques, large AI models (or foundation models) have emerged as a potent tool capable of extracting versatile patterns from broad data as implicit knowledge, and abstracting them into an outrageous amount of numeric parameters. To pave the way for creating visual knowledge empowered AI machines in this coming wave, we present a timely review that investigates the origins and development of visual knowledge in the pre-big model era, and accentuates the opportunities and unique role of visual knowledge in the big model era.
Open peer comments: Debate/Discuss/Question/Opinion
<1>