fixstars / fixstars/libSGM

Disparity Refinement

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#4 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
679
Forks
202
PR merge metrics
No merged PRs in 30d

Description

I'd like to add a refinement step of the disparities after the [winner_takes_all](
https://github.com/fixstars/libSGM/blob/master/src/stereo_sgm.cpp#L185) step. Therefore, I'd need to know at which line of code the acutual matching costs per pixel are obtained.

The winner_takes_all kernel receives the [smoothed costs](https://github.com/fixstars/libSGM/blob/master/src/winner_takes_all.cu#L41) (d_scost) and somewhere at the end of the kernel the disparity is calculated for [left](https://github.com/fixstars/libSGM/blob/master/src/winner_takes_all.cu#L113) (leftDisp) and right (rightDisp). I'm somewhat confused where the actual matching costs are obtained. I'm guessing it could be [lhv](https://github.com/fixstars/libSGM/blob/master/src/winner_takes_all.cu#L112) or [minCostL2](https://github.com/fixstars/libSGM/blob/master/src/winner_takes_all.cu#L112).

Contributor guide

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Research direction

Read src/stereo_sgm.cpp around line 185 and src/winner_takes_all.cu around lines 41 and 112-113. Trace d_scost, lhv, minCostL2, leftDisp, and rightDisp to determine where per-pixel matching costs are available; done means clarifying the correct cost values and the location and scope of the disparity-refinement step.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
computer-vision
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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