A Method of Workpiece Coherent Line Detection Based on Progressive Probabilistic Hough Transform

2020 ◽  
Author(s):  
Ziyao Wang ◽  
Dali Yang ◽  
Qiang Tong
Keyword(s):  
Hough Transform ◽  
Line Detection

scholarly journals On a Hopping-Points SVD and Hough Transform-Based Line Detection Algorithm for Robot Localization and Mapping

10.5772/63540 ◽  
2016 ◽  
Vol 13 (3) ◽  
pp. 98 ◽  
Author(s):  
Abhijeet Ravankar ◽  
Ankit A. Ravankar ◽  
Yohei Hoshino ◽  
Takanori Emaru ◽  
Yukinori Kobayashi
Keyword(s):  
Hough Transform ◽  
Detection Algorithm ◽  
Line Detection ◽  
Robot Localization ◽  
Localization And Mapping

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

A NEWLY MODIFIED ALGORITHM OF HOUGH TRANSFORM FOR LINE DETECTION

2005 ◽  
Vol 05 (04) ◽  
pp. 715-727
Author(s):  
QIANG WANG ◽  
HONGBO CHEN ◽  
XIAORONG XU ◽  
HAIYAN LIU
Keyword(s):  
Computational Complexity ◽  
Digital Image ◽  
Hough Transform ◽  
Experimental Results ◽  
Line Detection ◽  
Storage Requirement ◽  
Heavy Burden ◽  
Modified Algorithm ◽  
Better Than

The heavy burden of computational complexity and massive storage requirement is the drawback of the standard Hough transform (SHT). To overcome the weakness of SHT, many modified approaches, for example, the probabilistic Hough transform (PHT), have been presented. However, a very important fact, which is that a line has its own width in a real digital image and the width of the line is uniform, was ignored by all of these modified algorithms of Hough transform. This phenomenon influenced the result of line detection. In this paper a new modified algorithm of Hough transform for line detection is proposed. In our algorithm, the fact mentioned above is fully considered and a strip-shaped area corresponding to the accumulate cells of HT is proposed. Experimental results have shown that our approach is efficient and promising, and the effect of detection is far better than the popular modified approaches.

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