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2020-04-13 02:08:21 -0600 edited question How to detect foreign objects on a plane?

What is the best approach to detect any object on a plane? Hello! My task is to detect whether table clean or not. My c

2020-04-13 02:08:16 -0600 edited question How to detect foreign objects on a plane?

What is the best approach to detect any object on a plane? Hello! My task is to detect whether table clean or not. My c

2020-04-13 01:30:06 -0600 asked a question How to detect foreign objects on a plane?

What is the best approach to detect any object on a plane? Hello! My task is to detect whether table clean or not. My c

2019-08-27 05:08:53 -0600 asked a question How to make the disparity map filter not adapting?

How to make the disparity map filter not adapting? Hello! I am using WLS filter for beautify and stabilize disparity map

2019-08-16 05:53:53 -0600 received badge  Teacher (source)
2019-08-12 13:21:58 -0600 marked best answer How to calculate surface roughness in disparity map?

Hello! I am developing small project connected with security. I created simple face detection/recognition and stereo matching. So i have disparity map of the face region.
image description image description
The first disparity map belongs to real face, the second is photo of the face showed from the phone.
I want to determine where is real and where not. i think that for this propose can be used something like "surface roughness", but i cant figure out how to calculate it.
Please tell me the method can be used for calculate "surface roughness", or better way to do the same.
Thanks!

2019-08-11 01:59:34 -0600 marked best answer How to implement indoor SLAM in mobile robot with stereo vision?

Hi there! I am currently developing a autonomous humanoid home assistant robot.
This robot have two cameras and stereo vision. I want to make this robot navigate in home. I spend lot time googling about SLAM and as far as I understand for it consists of three main steps
1. Localize robot using odometry
2. Build map using depth images
3. Navigate in this map, build routes and so on
I found some info about localization and odometry(here and here) and i found suitable implementation that works good with KITTI dataset, but when i tried to use it with my cameras and calibration parameters it do not works but only shows one point. I was able to reproduce this by skipping every second frame from dataset. But this topic is most clear for me and i believe that i can solve this problems.
The third step is also relatively clear for me - i found a lot of articles about navigation algorithms such as A* and i think that i can implement this.
But i could not find any understandable information about map building using stereo map(not lidars or something like it). As far i understand for do it i must store depth data in some format relative robots position estimated by odometry, and it will be a 2D view from above. But my best approach was to iterate over depth image`s rows and get the most common depth value from column. It looks as follows image description
This map is very unstable and i think that i doing something wrong and missed something important.
So i have several questions:
- Where i can find some easy to understand articles or maybe tutorials about visual odometry, map building and indoor robot navigation in general?
- Is there ready for use implementation of odometry and map building made for indoor robots?
- How to build map using a stereo vision?
- Why that implementation not works with robots (as i think it is because of slow speed) and how to solve this?
I am sorry for lot of questions but now i confused and cannot find any more information that i can understand and so i want some explanation from more experienced people.
Thanks!

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2019-08-10 07:23:13 -0600 commented answer How to calculate surface roughness in disparity map?

@opalmirror, thank you for supporting and feedback! I solved my problem with SVM when i maked sample code for question a

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2019-08-09 10:33:23 -0600 commented answer How to implement indoor SLAM in mobile robot with stereo vision?

Thank you! There is a lot of information and I will study this. Thank you for video courses because in most cases they a

2019-08-09 09:55:48 -0600 asked a question How to implement indoor SLAM in mobile robot with stereo vision?

How to implement indoor SLAM in mobile robot with stereo vision? Hi there! I am currently developing a autonomous humano

2019-08-09 04:23:36 -0600 received badge  Editor (source)
2019-08-09 04:23:36 -0600 edited answer How to calculate surface roughness in disparity map?

So. i solved my problem. Firstly i calculated histogram of face disparity map. Then i collected a small dataset with rea

2019-08-09 04:23:19 -0600 answered a question How to calculate surface roughness in disparity map?

So. i solved my problem. Firstly i calculated histogram of face disparity map. Then i collected a small dataset with rea

2019-08-08 01:46:06 -0600 commented question How to calculate surface roughness in disparity map?

@opalmirror, thank you! I tried to find any opencvs or mathematical algorithm, but totally forget about SVM. I already h

2019-08-07 03:30:02 -0600 commented question How to calculate surface roughness in disparity map?

@opalmirror, thank you for useful tip! i could calculate the histograms and histogram of real and fake faces. And they a

2019-08-07 03:28:55 -0600 commented question How to calculate surface roughness in disparity map?

@opalmirror, thank you for useful tip! i could calculate the histograms and histogram of real and fake face are differ c

2019-08-06 11:04:54 -0600 commented question How to calculate surface roughness in disparity map?

@HYPEREGO. thank you for quick reply. I have implemented stereo vision using two cameras and SGBM. I am also implemented

2019-08-06 09:16:40 -0600 asked a question How to calculate surface roughness in disparity map?

How to calculate surface roughness in disparity map? Hello! I am developing small project connected with security. I cre