Arrangement for the segmentation of lines

• US 4,731,858 A
• Filed: 04/24/1985
• Issued: 03/15/1988
• Est. Priority Date: 05/11/1984
• Status: Expired due to Fees

• Current Assignee: Siemens AG
• Original Assignee: Siemens AG
• Inventors: Rummel, Peter, Beutel, Wilhelm, Grasmueller, Hans, Reischl, Anna, Hohberger, Karl, Koellensperger, Paul
• Primary Examiner(s): Boudreau, Leo H.
• Assistant Examiner(s): Couso, Jose L.
• Application Number:
  US06/726,763
• Time in Patent Office: 1,056 Days
• Field of Search: 382/9, 382/21, 382/22, 382/25
• US Class Current: 382/151
• CPC Class Codes: G06V 10/40 Extraction of image or video features
• CPC Class Codes: G06V 10/46 Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features colour feature extraction G06V10/56
• CPC Class Codes: G06V 10/469 Contour-based spatial representations, e.g. vector-coding

Abstract

A coarse or rough segmentation apparatus has been developed for use in a sensor system for analyzing half-tone images. In contrast with previously employed methods, the apparatus is based on the pipeline principle. In the image picked up by the camera, edges of an object are represented in the form of a sequence of points of high contrast as compared with the surroundings. These edges are initially sought out and tracked by so-called edge tracking. Subsequently, in a rough or coarse segmentation, this line is divided into as large as possible contiguous pieces or sections of equal curvature and pieces or sections with a strong directional change.

Claims

1. A system for segmentation, classification, merging, and approximation of lines sought out and tracked by an edge tracking unit tracking an object, the lines being defined according to the edge tracking unit by a sequence of points wherein each point has associated with it a direction angle α

, coordiantes x, y, and a direction code RK delivered by the edge tracking unit, comprising;

segmentation means for receiving the directional angles α

from the edge tracking unit and for storing in a segment point memory means segments of a line with a determined boundary;

mean value calculation means connected to the segment point memory means and to the edge tracking unit for receiving from the segment point memory means said stored segments, for receiving from the edge tracking unit the direction angle α

, coordinates x, y, and direction code RK, and for placing in an associated output memory means calculated values;

classification means connected to the output memory means and to the segment point memory means for classification of said stored line segments with a determined boundary obtained from the segment point memory means;

merging means connected to the segment point memory means and to the output memory means for merging of adjacent, classified segments which are sufficiently alike; and

approximation means connected to the segment point memory means and said output memory means for approximation of determined segments.

2. A system according to claim 1 wherein said segmentation means includes:

a differentiating network having an output connected to a class change comparator;

a tendency recognition means including a tendency recognition detector connected following the class change comparator;

a class length counter connected parallel to the tendency recognition means;

a boundary length memory and a following connected boundary length comparator connected parallel to the tendency recognition detector;

a first memory means connected following the tendency recognition detector, the boundary length comparator, and the class change comparator, and for providing a description of a line section;

second memory means connected following the first memory means for providing a description of a preceding line section;

a third memory means comprising a read-only memory connected following the second memory means and for deciding with aid of a stored algorithm whether line sections correspond to segments or not; and

said segment point memory means being connected following the third memory means for storing segments with a determined boundary.

3. A system according to claim 1 wherein said means value calculating means includes:

subtractor means for angle difference formation;

a digital adder means connected to the substractor means for sum formation;

counter means for length determination;

means including a memory and comparator connected to an output of the subtractor means for determination of a maximum difference angle; and

divider means connected following the digital adder means and to an output of said counter means for mean value formation.

4. A system according to claim 1 wherein said classification means for line segments includes:

comparator means for comparison of a total angle change over a given segment, for comparison of a mean angle change over a give segment, and for comparison of a maximum angle change over a given segment relative to said total change within a given segment; and

means including limit value memory means connected to the comparator means, a divider means connected to the comparator means, and a logic circuit connected to an output of the comparator means and also to said second point memory means for classification of the segments into straight lines, circular segments, edges, and still undetermined pieces.

5. A system according to claim 1 wherein said merging means for merging adjacent, classification segments which are sufficiently alike includes:

a plurality of first memory means for recieving a segment class code of adjacent segments;

second memory means connected to outputs of and addressed by the plurality of first memory means;

a plurality of third memory means for producing parameter sets; and

a processor means connected following the second memory means and also to outputs of said third memory means for selecting a rule or computing a numerical value based on an address code word from the second memory means, and from said parameter sets producing a new parameter set and a new segment class code.

6. A system according to claim 1 wherein said approximation means for approximation of segments includes:

a first arithmetic means connected to a memory for determination of inclination or orientation of classified segments;

second and third arithmetic unit means connected to said memory for determination of radius and center point coordinates as a supplement to already present parameters; and

control unit means for placing outputs of said first, second and third arithmetic unit means in said memory for further processing.