A research based on application of dimension reduction technology in data visualization using machine learning

Chen, Jianwei; Bian, Longlong; Kumar, Ajit; Neware, Rahul

doi:10.1007/s13198-021-01401-7

Cited by 3 publications

(1 citation statement)

References 19 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The main body of the manipulator must be connected to the mounting base, which in turn is connected to the concrete floor by bolts to ensure its stable operation at high speeds. The AC visual motor is used to drive the six transmission mechanisms of the manipulator, and the precise resonance reducer is used [1][2][3][4]. Building real three-dimensional visualized by 6 sets of AC motors, control box for embedded network line of motion controller and the species composition, among them, the control box front has power light (for the historic building heritage robot control box has been opened 220 V input power), the power indicator on the historic building heritage robot visual (show that hinge historic building heritage robot control electric motor, in sports, or movement).…”

Section: Historical Architectural Heritage Has a High Demand For Real...mentioning

confidence: 99%

Research on Real Scene Robot 3d Visualization of Historical Architectural Heritage Based on Big Data Objects

Wu,

2024

IJCAI

View full text Add to dashboard Cite

In the era of the rapid development of big data technology, 3D robot technology has been widely used in various aspects such as real scene demonstration and maintenance of historical buildings, and has farreaching significance in the recording, maintenance, and restoration of historical buildings. The development of big data technology makes robot simulation of human beings a safe, reliable, flexible, and convenient design means, which plays a pivotal role in the overall design and development of robots. In this paper, virtual reality technology is used to realize the construction of a visual 3D system. Taking a serial robot with six degrees of freedom as an example, the 3D entity modeling is constructed by using the big data object measurement method. This paper constructs a robot model in big data object estimation and then introduces it into OpenGL through the form transformation of data. On this basis, it integrates with VC++ to construct a robot motion simulation system based on big data VC++. In the experiment of the 3D robot with visualization, because of the low quality of the captured image, the two-dimensional maximum threshold image based on the maximum two times threshold is used to analyze. The experiment proves that based on the big data object, the real robot can make full use of the spatial information of the image, reduce the computing speed, and achieve a good visualization effect in the recording, maintenance, and repair of historical architectural heritage, and has certain practical significance.Povzetek: Študija raziskuje uporabo 3D robotov za vizualizacijo zgodovinske arhitekturne dediščine z uporabo tehnologije velikih podatkov. Uporaba navidezne resničnosti in 3D modeliranja omogoča natančno beleženje, vzdrževanje in obnovo zgodovinskih stavb. Eksperiment dokazuje, da robot z uporabo prostorskih informacij slike izboljša hitrost izračunov in doseže učinkovit vidni učinek.

show abstract

Section: Historical Architectural Heritage Has a High Demand For Real...mentioning

confidence: 99%

Research on Real Scene Robot 3d Visualization of Historical Architectural Heritage Based on Big Data Objects

Wu,

2024

IJCAI

View full text Add to dashboard Cite

show abstract

Soliton, breather-like and dark-soliton-breather-like solutions for the coupled long-wave–short-wave system

Hao

Zhang

et al. 2022

Nonlinear Dyn

View full text Add to dashboard Cite

show abstract

Data Mining Algorithm Data Model Data Analysis Based on Artificial Intelligence Technology

Yang¹

2022

2022 IEEE 2nd International Conference on Mobile Networks and Wireless Communications (ICMNWC)

View full text Add to dashboard Cite

A research based on application of dimension reduction technology in data visualization using machine learning

Cited by 3 publications

References 19 publications

Research on Real Scene Robot 3d Visualization of Historical Architectural Heritage Based on Big Data Objects

Research on Real Scene Robot 3d Visualization of Historical Architectural Heritage Based on Big Data Objects

Soliton, breather-like and dark-soliton-breather-like solutions for the coupled long-wave–short-wave system

Data Mining Algorithm Data Model Data Analysis Based on Artificial Intelligence Technology

Contact Info

Product

Resources

About