Automatic detection and counting of cattle in UAV imagery based on machine vision technology (Conference Presentation)

2017 ◽  
Author(s):  
Maryam Rahnemoonfar ◽  
Jamie Foster ◽  
Michael J. Starek
Keyword(s):  
Machine Vision ◽  
Automatic Detection ◽  
Detection And Counting

Automatic Detection and Counting of Lymphocytes from Immunohistochemistry Cancer Images Using Deep Learning

2020 ◽  
Vol 40 (5) ◽  
pp. 735-747
Author(s):  
I. Keren Evangeline ◽  
J. Glory Precious ◽  
N. Pazhanivel ◽  
S. P. Angeline Kirubha
Keyword(s):  
Deep Learning ◽  
Automatic Detection ◽  
Detection And Counting

scholarly journals Automatic Detection of Dispersed Defects in Resin Eyeglass Based on Machine Vision Technology

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 44661-44670
Author(s):  
Wei Ding ◽  
Qingguo Wang ◽  
Jianfeng Zhu
Keyword(s):  
Machine Vision ◽  
Automatic Detection

Research on the Algorithm of Automatic Detection of Bus Dashboard Pointer Based on CM-Hough Transforms

2014 ◽  
Vol 621 ◽  
pp. 663-668
Author(s):  
Peng Ge Ma ◽  
Rong Xing Guo
Keyword(s):  
Machine Vision ◽  
Hough Transform ◽  
Detection System ◽  
Automatic Detection ◽  
Detection Experiment ◽  
Position Detection ◽  
Image Analysis Algorithm ◽  
Hough Transforms ◽  
Working Principle ◽  
Automatic Detection System

The pointer position detection is an important part of implementing the bus dashboard functional test using machine vision. This paper introduces the composition and working principle of the dashboard automatic detection system on machine vision. Then, combining with image processing and Hough transform, we get the image analysis algorithm of the dashboard pointer detection. By analyzing a large amount of computation resulted from the fact that traditional Hough transform uses divergent mapping methods, paper puts forward the methods of improving the convergence of the mapping and conducts parameter space mapping, which effectively reduces the amount of computation. After that, combining with the actual picture of a bus dashboard, automatic detection experiment was carried out for the proposed algorithm. Experiments show that algorithm for dashboard pointer position machine visual based on CM-Hough transform can obtain the angle of the pointer, and effectively shorten the time for dashboard functionality test, and improve the efficiency of the production line for passenger bus dashboard.

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