[PCL self study: Feature8] introduction and use of ROPS (rotating projection statistics) feature recognition object (continuously updated)
1, Introduction to the characteristic principle of ROPS (rotational projection statistics)
in this article, we continue to learn how to use the PCL:: ropestimate class to extract the features of points. The feature extraction method implemented in this class is written by Yulan Guo, ferdous sohel, Mohammed bennamon, min Lu and Jianwei w ...
Posted by wilzy1 on Sat, 12 Feb 2022 02:00:32 +0100
Qt compilation of map comprehensive application 56 - real time dynamic trajectory
1, Foreword
The real-time dynamic trajectory has undergone many versions of iteration. This function was originally customized by customers. It mainly needs to dynamically display the motion trajectory of GPS on the map. One application scenario is a car with monitoring. In real time, the longitude and latitude information can be received in t ...
Posted by Swede78 on Fri, 11 Feb 2022 20:41:01 +0100
Image operation of opencv learning notes
preface
Simply record the notes about the image operation part of opencv
1, Auxiliary tool Image Watch
Image Watch is a free and powerful image data viewing plug-in. During image viewing, it can display its pixel value and channel number, which is very helpful for viewing results after image operation.
Download address attached
VS2 ...
Posted by sayedsohail on Fri, 11 Feb 2022 14:42:36 +0100
Face recognition with Python "including source code"
Python can detect and recognize your face from images or videos.
Face detection and recognition is one of the research hotspots in the field of computer vision.
The applications of face recognition include face unlocking, security protection, etc. doctors and medical staff use face recognition to obtain medical records and medical history a ...
Posted by ina on Thu, 10 Feb 2022 16:14:52 +0100
OpenCV learning notes_ Examples of gray threshold filtering and connected domain analysis in OpenCV
OpenCV learning notes (3)_ Examples of gray threshold filtering and connected domain analysis in OpenCV
1. Example source
Today's example comes from Halcon's example program:
threshold.hdev
read_image (Audi2, 'audi2')
fill_interlace (Audi2, ImageFilled, 'odd')
threshold (ImageFilled, Region, 0, 90)
connection (Region, ConnectedRegions)
...
Posted by chamade76 on Wed, 09 Feb 2022 19:38:02 +0100
Opencv Python learns the basic processing and geometric transformation of pictures
1, Basic image processing -- operation
All the following functions are omitted cv2.
1.1.1 addition operation
As has been said before, for a computer, an image is just a matrix.
The addition of images is the addition of matrices.
We use the add(a, b) function to realize the image addition operation.
Note: when a + B < = 255, a+b = a+b; ...
Posted by versatilewt on Tue, 08 Feb 2022 10:58:28 +0100
Libtorch deployment model
Libtorch It is the C++ API officially provided by pytoch, and the use method can be said to restore pytoch to a great extent.
1, Environment configuration
GitHub address: BASNetVS2017+CUDA 10.1+cuDNN 7.6.5+OpenCV 3.4.11Pytorch 1.5.0+torchvision 0.6.0Libtorch 1.5.0 (release): extraction code: 865k https://pan.baidu.com/s/1Ty-UPZWEOnNRPwl ...
Posted by rpanning on Mon, 07 Feb 2022 22:19:31 +0100
A simple convolutional neural network is realized from zero
For convolution formula Maybe some people know, maybe some people don't know, or just know but don't understand. But whether you know the meaning of this formula or not, it doesn't affect you to realize a convolution. I won't talk about his specific mathematical meaning first, because many people speak more clearly and thoroughly than I do. Wh ...
Posted by jimpat on Mon, 07 Feb 2022 14:16:53 +0100
OpenCV image processing -- image smoothing
1 image noise
Because the process of image acquisition, processing and transmission will inevitably be polluted by noise, which hinders people's understanding, analysis and processing of images. Common image noises include Gaussian noise, salt and pepper noise and so on.
1.1 salt and pepper noise
Salt and pepper noise, also known as impulse ...
Posted by djopie on Mon, 07 Feb 2022 11:14:55 +0100
Point cloud PCL Library Learning - convert RGBD image into point cloud PCD and display
Article catalogue
Problem descriptionSensor model
1. pinhole camera model 2. Depth rangingcode implementationsummaryReference articles
1, Problem description
Three dimensional reconstruction aims to represent three-dimensional objects as mathematical models that are easy to deal with in computer. In recent years, due to the rapid ...
Posted by nysmenu on Sun, 06 Feb 2022 19:34:54 +0100