Straight-Line Detection with the Hough Transform Method Based on a Rectangular Grid

2021 ◽  
pp. 599-610
Author(s):  
Cheick Amed Diloma Gabriel Traoré ◽  
Abdoulaye Séré
Keyword(s):  
Hough Transform ◽  
Line Detection ◽  
Rectangular Grid ◽  
Transform Method ◽  
Straight Line ◽  
Straight Line Detection

scholarly journals Parallel Hough Transform-Based Straight Line Detection and Its FPGA Implementation in Embedded Vision

Sensors ◽  
2013 ◽  
Vol 13 (7) ◽  
pp. 9223-9247 ◽  
Author(s):  
Xiaofeng Lu ◽  
Li Song ◽  
Sumin Shen ◽  
Kang He ◽  
Songyu Yu ◽  
...  
Keyword(s):  
Hough Transform ◽  
Fpga Implementation ◽  
Line Detection ◽  
Embedded Vision ◽  
Straight Line ◽  
Straight Line Detection

An Improved Hough Transform Algorithm Based on Pyramid Method

2014 ◽  
Vol 543-547 ◽  
pp. 1917-1921
Author(s):  
Long Ren ◽  
Jia Wen Liao ◽  
Jian Zhong Cao ◽  
Hua Wang ◽  
Xiao Dong Zhao ◽  
...  
Keyword(s):  
Computer Vision ◽  
Image Analysis ◽  
Standard Method ◽  
Hough Transform ◽  
Computational Time ◽  
Line Detection ◽  
Computation Complexity ◽  
Transform Method ◽  
Straight Line ◽  
Algorithm Base

Hough Transform[has become a common method in the usage of line detection because of its robustness. It is important in computer vision and image analysis. Usually, the standard Hough transform method (SHT) transform the points in image space into parameter space and vote for all the possible patterns passing through that point. But, there are two serious problems in the standard method of line detection. The first is the high computation complexity and the second is the large storage requirements .In order to solve the two problems, this paper raise a fast-Hough transform algorithm base on pyramid algorithm. First of all we need to desample the primitive binary image with n times; and execute the Hough transform in the nth level image to get the parameter of straight line in this image, which is used in the n-1 level image. Finally we can get the parameter of lines in the primitive image. Experiments show that this method can extremely reduces the computational time.

scholarly journals Real-Time Straight-Line Detection for XGA-Size Videos by Hough Transform with Parallelized Voting Procedures

Sensors ◽  
2017 ◽  
Vol 17 (2) ◽  
pp. 270 ◽  
Author(s):  
Jungang Guan ◽  
Fengwei An ◽  
Xiangyu Zhang ◽  
Lei Chen ◽  
Hans Mattausch
Keyword(s):  
Real Time ◽  
Hough Transform ◽  
Line Detection ◽  
Straight Line ◽  
Voting Procedures ◽  
Straight Line Detection
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