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CVMI 2022: A library to simplify disparity calculation and 3D depth map generation from a stereo pair

Home Page: https://adityang.github.io/HardwareAcceleratedStereoVision

License: GNU General Public License v3.0

Shell 0.22% Python 2.56% C++ 86.94% Cuda 7.33% C 2.33% Makefile 0.62%
stereovision stereo-calibration cuda

low-cost-hardware-accelerated-vision-based-depth-perception-for-real-time-applications's Introduction

Hi there, I'm Aditya NG!

I work on Computer Vision and Autonomous Robotics Research.


low-cost-hardware-accelerated-vision-based-depth-perception-for-real-time-applications's People

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low-cost-hardware-accelerated-vision-based-depth-perception-for-real-time-applications's Issues

Circular Q for frame_skip; avoid clone

https://github.com/AdityaNG/Depth-Perception-from-Stereoscopic-Vision-on-Edge-Devices/blob/2d44ccf521b9f71fe3d3e8d52361bc11516daeb4/src/stereo_vision_v1.2.cu#L541-L555

Cloning images in the main loop is not ideal.
Use a circular Q of size frame+skip to store all frames and disparity maps.

  1. Dequeue frame_skip number of frame from oldest frame once disparity is done computing iFrame%frame_skip == frame_skip-1
  2. Enqueue new frame as it comes in iFrame%frame_skip == 0

Call all functions on Enqueued frame (latest frame)

Point cloud being plotted always

The draw_points flag is not working and the program plots the point cloud even when -p 0 is passed as an argument to the executable

Next Button Callback name

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