connectedViews

Returns directly and indirectly connected views

Syntax

viewTable = connectedViews(vSet,viewId)

[viewTable,dist] = connectedViews(___)

viewTable = connectedViews(vSet,viewId,Name=Value)

Description

viewTable = connectedViews(vSet,viewId) returns a table of views from vSet that are connected and indirectly connected to the view specified by viewId.

[viewTable,dist] = connectedViews(___) also returns the distances between the viewId view and each view in viewTable.

viewTable = connectedViews(vSet,viewId,Name=Value) specifies options using one or more name-value arguments in addition to any combination of arguments from previous syntaxes For example, MaxDistance=1 additionally sets the distance between two connected views.

Examples

Get Connected Views in View Set

Create an empty imageviewset object.

vSet = imageviewset;

Add views to the image view set.

pose1 = rigidtform3d;
vSet = addView(vSet,1,pose1,Features=rand(10,3),Points=rand(10,2));
pose2 = rigidtform3d([0 0 0],[1 0 0]);
vSet = addView(vSet,2,pose2,Features=rand(10,3),Points=rand(10,2));
pose3 = rigidtform3d([0 0 0],[2 0 0]);
vSet = addView(vSet,3,pose3,Features=rand(10,3),Points=rand(10,2));
pose4 = rigidtform3d([0 0 0],[0 1 0]);
vSet = addView(vSet,4,pose4,Features=rand(10,3),Points=rand(10,2));
pose5 = rigidtform3d([0 0 0],[0 -1 0]);
vSet = addView(vSet,5,pose5,Features=rand(10,3),Points=rand(10 ,2));

Connect views in the image view set.

vSet = addConnection(vSet,1,2,Matches=[1 2; 2 3; 3 4; 4 5]);
vSet = addConnection(vSet,2,3,Matches=[1 2; 2 3; 3 4]);
vSet = addConnection(vSet,2,4,Matches=[4 1]);
vSet = addConnection(vSet,3,4,Matches=[4 1]);
vSet = addConnection(vSet,1,5,Matches=[1 2; 4 1]);

Display the view set with view IDs.

plot(vSet,ShowViewIds="on");

Get the strongly connected views of view 2 with the at least 3 matched feature points.

viewTableStrong = connectedViews(vSet,2,MinNumMatches=3)

viewTableStrong=2×4 table
    ViewId      AbsolutePose        Features          Points    
    ______    ________________    _____________    _____________

      1       1×1 rigidtform3d    {10×3 double}    {10×2 double}
      3       1×1 rigidtform3d    {10×3 double}    {10×2 double}

Get views with maximum distance of 2, within view 3.

[viewTableNeaby,dist] = connectedViews(vSet,3,MaxDistance=2)

viewTableNeaby=3×4 table
    ViewId      AbsolutePose        Features          Points    
    ______    ________________    _____________    _____________

      2       1×1 rigidtform3d    {10×3 double}    {10×2 double}
      4       1×1 rigidtform3d    {10×3 double}    {10×2 double}
      1       1×1 rigidtform3d    {10×3 double}    {10×2 double}

dist = 3×1

     1
     1
     2

Input Arguments

vSet — Image view set

imageviewset object

Image view set, specified as an imageviewset object.

viewId — View identifier

positive integer

View identifier, specified as an integer. View identifiers are unique to a specific view.

Name-Value Arguments

Specify optional pairs of arguments as Name1=Value1,...,NameN=ValueN, where Name is the argument name and Value is the corresponding value. Name-value arguments must appear after other arguments, but the order of the pairs does not matter.

Before R2021a, use commas to separate each name and value, and enclose Name in quotes.

Example: MaxDistance=2 sets the distance between two connected views to 2.

MaxDistance — Maximum distance between connected views and viewId view

1 (default) | positive integer

Maximum distance between connected views and the view that corresponds to viewId, specified as a positive integer. The distance between any two connected views must be equal to 1. To find indirectly connected views, set MaxDistance to a value greater than 1.

MinNumMatches — Minimum number of matched feature points

0 (default) | nonnegative integer

Minimum number of matched feature points in a connection for the view to be counted as a connected view, specified as a nonnegative integer.

Output Arguments

viewTable — One or more views

three-column table

One or more connected or indirectly connected views, returned as a three-column table. The table must contain the columns as described in this table.

Column	Description
ViewID	View identifier, specified as an integer. View identifiers are unique to a specific view.
AbsolutePose	Absolute pose of the view, specified as a rigidtform3d object.
Points	Point cloud for the view, specified as a pointCloud object.

By default, the function returns only directly connected views. The distance between any two directly connected views must be equal to 1. To find indirectly connected views, set the MaxDistance name-value argument to a value greater than 1.

dist — Distance between identified view and each view in the view table

positive integers

Distance between the view identified in viewID and each view in the view table viewTable, specified as an M-by-1 vector of positive integers.

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using MATLAB® Coder™.

Version History

Introduced in R2020a

R2022b: Supports premultiply geometric transformation convention

Starting in R2022b, most Computer Vision Toolbox™ functions create and perform geometric transformations using the premultiply convention. Accordingly, the connectedViews function now returns the AbsolutePose value in the viewTable argument as a rigidtform3d object, which uses the premultiply convention. Before, the function returned AbsolutePose as a rigid3d object, which uses the postmultiply convention. For more information, see Migrate Geometric Transformations to Premultiply Convention.

Query indirectly-connected camera views in an imageviewset

Added a new Name-Value argument, MaxDistance. Use MaxDistance to find indirectly-connected views by setting it to a value greater than 1.