Community Profile

photo

Qu Cao

MathWorks

Last seen: 5 dagen ago |  Active since 2016

Followers: 0   Following: 0

I'm an Automated Driving and Mapping Engineer at MathWorks and a Mechanical Engineer by education. DISCLAIMER: Any advice or opinions posted here are my own, and in no way reflect that of MathWorks.

Statistics

  • Knowledgeable Level 4
  • Knowledgeable Level 3
  • 3 Month Streak
  • Revival Level 3
  • First Answer

View badges

Feeds

View by

Answered
detectSIFTFeatures only working for uint8
Use im2double: I = imread('cameraman.tif'); points = detectSIFTFeatures(im2double(I))

28 dagen ago | 1

Answered
estworldpose giving different answers on each run.
estworldpose is a RANSAC-based method. You may want to set the random seed before running the function to get persistent results...

7 maanden ago | 0

| accepted

Answered
Replacing vision.GeometericTransformEstimator call
https://www.mathworks.com/matlabcentral/answers/521519-what-function-replaced-vision-geometrictransformestimator

12 maanden ago | 0

Answered
I have two camera parameters from stereoParams. Which one should I choose for Stereo Visual SLAM application? Or do I just get their mean values?
Usually, the focal length of the two cameras are the same. You can use either one.

12 maanden ago | 0

Answered
Defining Feature detection area.
You can specify the ROI that you want to extract features from.

ongeveer een jaar ago | 0

| accepted

Answered
unit of translation result from estrelpose function
As the documentation of estrelpose says, the function calculates the camera location up to an unknow scale. This is becuase you...

ongeveer een jaar ago | 0

| accepted

Answered
Difficulties in obtaining good results with the ORB-SLAM2 algorithm in MATLAB.
Thank you for posting the question. In general, tuning the hyperparameters for a visual SLAM system can be hard and requires a...

meer dan een jaar ago | 1

| accepted

Answered
vSLAM: vSLAM algorithm is very sensitive to hyperparameters Issue?
You find the nature of the SLAM problem. Yes, the visual SLAM system is sensitive to hyperprameters which usually need to be tun...

meer dan een jaar ago | 0

| accepted

Answered
How to construct stereoParameters with intrinsic and extrinsic matrix?
poseCamera2 essentially transforms camera 2 to camer 1. If you have “the transaltion and rotation from camera1 to camera 2”, (le...

meer dan een jaar ago | 1

Answered
Object 3D world coordinates from multiple images
You will need a stereo camera to give you the actual dimension of 3-D objects. Alternatively,if you know the size of an object...

meer dan een jaar ago | 0

Answered
creating a bag of features for new image set for monocular SLAM
The bag-of-features data may not work for the KITTI dataset because it was trained using a small amount of image data. You may w...

meer dan een jaar ago | 1

| accepted

Answered
The Premultiply Convention in Geometric Transformations does not support C/C++ code generation?
Thank you for reporting this. There is a bug in the documentation. All the geometric transformation objects with the premultiply...

meer dan een jaar ago | 0

| accepted

Answered
How to use reconstructScene with a disparity map from file, without calling rectifyStereoImages ?
You can use the reprojectionMatrix output from rectifyStereoImages to do the reconstruction. Otherwise, you need to save the ste...

meer dan een jaar ago | 0

| accepted

Answered
Match the coordinate systems of "triangulate" and "reconstructScene" with "disparitySGM"
The point cloud generated from reconstructScene is in the rectified camera 1 coordinate. Starting in R2022a, you can use the ad...

meer dan een jaar ago | 0

| accepted

Answered
MATLAB Simulate 3D Camera: why is there no focal length (world units) attribute in the sensor model?
Please take a look at this page: https://www.mathworks.com/help/vision/ug/camera-calibration.html#bu0ni74 If you know the size...

bijna 2 jaar ago | 0

Answered
How to port SLAM algorithm to embedded platform?
Unfortunately, as of R2022a the visual SLAM pipeline doesn't support code generation yet. We're actively working on this suppopr...

bijna 2 jaar ago | 1

| accepted

Answered
how to get the relative camera pose to another camera pose?
Note that the geometric transformation convention used in the Computer Vision Toolbox (CVT) is different from the one used in th...

bijna 2 jaar ago | 2

| accepted

Answered
How to get 3D world coordinates from 2D image coordinates?
You should use the rectified stereo images. The disparityMap computed from disparitySGM should have the same size as your stereo...

ongeveer 2 jaar ago | 0

Answered
Creating a depth map from the disparity map function
You can use reconstructScene for your workflow.

ongeveer 2 jaar ago | 0

Answered
Unable to use functions from the Computer Vision Toolbox in Simulink MATLAB function block
A workaround is to declare the function as an extrinsic function so that it will be essentially executed in MATLAB: https://www...

ongeveer 2 jaar ago | 0

| accepted

Answered
how to get texture extraction using LBP features in MATLAB?
You can use the extractLBPFeatures function.

meer dan 2 jaar ago | 0

Answered
About error of helperVisualizeMotionAndStructureStereo
In helperVisualizeMotionAndStructureStereo.m, please note the following code in retrievePlottedData which discards xyzPoints out...

meer dan 2 jaar ago | 1

Answered
About SLAM initial Pose data
The initial pose data is provided by the dataset. It's used to convert the 3-D reconstruction into the world coordinate system. ...

meer dan 2 jaar ago | 0

Answered
About "slam" on my camera device
The example shows how to run stereo visual SLAM using recorded data. It doesn't support "online" visual SLAM yet, meaning that y...

meer dan 2 jaar ago | 0

Answered
Is Unreal Engine of the Automated Driving Toolbox available on Ubuntu?
As of R2021a, only Windows is supported. See Unreal Engine Simulation Environment Requirements and Limitations.

meer dan 2 jaar ago | 1

Answered
why we use Unreal engine when there is a 3D visualization available in Automated driving toolbox?
It's not just used for visualization. With Unreal, you can configure prebuilt scenes, place and move vehicles within the scene, ...

meer dan 2 jaar ago | 0

| accepted

Answered
About running a stereo camera calibrator
In general, you can use any type of stereo camera and calibrate its intrinsic parameters using the Stereo Camera Calibrator. You...

bijna 3 jaar ago | 0

Answered
How to obtain optimal path between start and goal pose using pathPlannerRRT() and plan()?
Please set the random seed at the beginning to get consistent results across different runs: https://www.mathworks.com/help/mat...

bijna 3 jaar ago | 0

| accepted

Answered
Does vehicleCostmap this type of map only support pathPlannerRRT object to plan a path? Can I use another algorithm to plan a path?
You can create an occupancyMap object from a vehicleCostmap object using the following syntax: map = occupancyMap(p,resolution)...

bijna 3 jaar ago | 0

Answered
Defining a ROI for feature extraction rather than rectangle
Unfortunately, rectangle is the only type of ROI supported. As a workaround, you can define multiple ROIs in your image to cover...

bijna 3 jaar ago | 1

Load more