Method

MonSter: Monodepth Priors Unleash Powerful Stereo Matchers [MonSter]
https://github.com/Junda24/MonSter

Submitted on 30 Oct. 2024 09:32 by
Longliang Liu (Huazhong University of Science and Technology)

Running time:0.45 s
Environment:1 core @ 2.5 Ghz (Python)

Method Description:
MonSter evolves monodepth priors from coarse object-
level structures to pixel-level geometry, fully
unlocking the potential of stereo matching.
Parameters:
16 GRUs iterations
Latex Bibtex:
@misc{cheng2025monstermarrymonodepthstereo,
title={MonSter: Marry Monodepth to Stereo
Unleashes Power},
author={Junda Cheng and Longliang Liu and
Gangwei Xu and Xianqi Wang and Zhaoxing Zhang and
Yong Deng and Jinliang Zang and Yurui Chen and
Zhipeng Cai and Xin Yang},
year={2025},
eprint={2501.08643},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2501.08643},
}

Detailed Results

This page provides detailed results for the method(s) selected. For the first 20 test images, the percentage of erroneous pixels is depicted in the table. We use the error metric described in Object Scene Flow for Autonomous Vehicles (CVPR 2015), which considers a pixel to be correctly estimated if the disparity or flow end-point error is <3px or <5% (for scene flow this criterion needs to be fulfilled for both disparity maps and the flow map). Underneath, the left input image, the estimated results and the error maps are shown (for disp_0/disp_1/flow/scene_flow, respectively). The error map uses the log-color scale described in Object Scene Flow for Autonomous Vehicles (CVPR 2015), depicting correct estimates (<3px or <5% error) in blue and wrong estimates in red color tones. Dark regions in the error images denote the occluded pixels which fall outside the image boundaries. The false color maps of the results are scaled to the largest ground truth disparity values / flow magnitudes.

Test Set Average

Error D1-bg D1-fg D1-all
All / All 1.13 2.81 1.41
All / Est 1.13 2.81 1.41
Noc / All 1.05 2.76 1.33
Noc / Est 1.05 2.76 1.33
This table as LaTeX

Test Image 0

Error D1-bg D1-fg D1-all
All / All 1.21 1.26 1.22
All / Est 1.21 1.26 1.22
Noc / All 1.21 1.26 1.22
Noc / Est 1.21 1.26 1.22
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 1

Error D1-bg D1-fg D1-all
All / All 1.76 2.03 1.79
All / Est 1.76 2.03 1.79
Noc / All 1.71 2.03 1.75
Noc / Est 1.71 2.03 1.75
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 2

Error D1-bg D1-fg D1-all
All / All 1.47 0.55 1.43
All / Est 1.47 0.55 1.43
Noc / All 1.36 0.55 1.32
Noc / Est 1.36 0.55 1.32
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 3

Error D1-bg D1-fg D1-all
All / All 1.59 0.70 1.51
All / Est 1.59 0.70 1.51
Noc / All 1.59 0.70 1.50
Noc / Est 1.59 0.70 1.50
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 4

Error D1-bg D1-fg D1-all
All / All 0.35 0.36 0.35
All / Est 0.35 0.36 0.35
Noc / All 0.35 0.36 0.35
Noc / Est 0.35 0.36 0.35
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 5

Error D1-bg D1-fg D1-all
All / All 1.49 2.34 1.57
All / Est 1.49 2.34 1.57
Noc / All 1.42 2.34 1.50
Noc / Est 1.42 2.34 1.50
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 6

Error D1-bg D1-fg D1-all
All / All 1.64 1.38 1.61
All / Est 1.64 1.38 1.61
Noc / All 1.67 1.38 1.64
Noc / Est 1.67 1.38 1.64
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 7

Error D1-bg D1-fg D1-all
All / All 0.26 3.63 0.92
All / Est 0.26 3.63 0.92
Noc / All 0.27 3.63 0.93
Noc / Est 0.27 3.63 0.93
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 8

Error D1-bg D1-fg D1-all
All / All 0.28 2.47 0.68
All / Est 0.28 2.47 0.68
Noc / All 0.27 2.47 0.68
Noc / Est 0.27 2.47 0.68
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 9

Error D1-bg D1-fg D1-all
All / All 0.27 1.93 0.69
All / Est 0.27 1.93 0.69
Noc / All 0.27 2.02 0.71
Noc / Est 0.27 2.02 0.71
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 10

Error D1-bg D1-fg D1-all
All / All 1.14 2.28 1.40
All / Est 1.14 2.28 1.40
Noc / All 1.15 2.28 1.41
Noc / Est 1.15 2.28 1.41
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 11

Error D1-bg D1-fg D1-all
All / All 1.12 0.45 1.00
All / Est 1.12 0.45 1.00
Noc / All 1.12 0.45 1.00
Noc / Est 1.12 0.45 1.00
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 12

Error D1-bg D1-fg D1-all
All / All 0.56 1.48 0.62
All / Est 0.56 1.48 0.62
Noc / All 0.40 1.48 0.47
Noc / Est 0.40 1.48 0.47
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 13

Error D1-bg D1-fg D1-all
All / All 0.46 0.26 0.43
All / Est 0.46 0.26 0.43
Noc / All 0.45 0.26 0.43
Noc / Est 0.45 0.26 0.43
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 14

Error D1-bg D1-fg D1-all
All / All 1.40 0.00 1.37
All / Est 1.40 0.00 1.37
Noc / All 1.25 0.00 1.23
Noc / Est 1.25 0.00 1.23
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 15

Error D1-bg D1-fg D1-all
All / All 2.22 0.22 2.04
All / Est 2.22 0.22 2.04
Noc / All 2.27 0.22 2.08
Noc / Est 2.27 0.22 2.08
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 16

Error D1-bg D1-fg D1-all
All / All 3.81 0.03 3.25
All / Est 3.81 0.03 3.25
Noc / All 3.64 0.03 3.10
Noc / Est 3.64 0.03 3.10
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 17

Error D1-bg D1-fg D1-all
All / All 0.93 0.05 0.83
All / Est 0.93 0.05 0.83
Noc / All 0.91 0.05 0.82
Noc / Est 0.91 0.05 0.82
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 18

Error D1-bg D1-fg D1-all
All / All 3.95 1.61 2.84
All / Est 3.95 1.61 2.84
Noc / All 3.87 1.61 2.78
Noc / Est 3.87 1.61 2.78
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 19

Error D1-bg D1-fg D1-all
All / All 0.67 1.01 0.71
All / Est 0.67 1.01 0.71
Noc / All 0.68 1.01 0.71
Noc / Est 0.68 1.01 0.71
This table as LaTeX

Input Image

D1 Result

D1 Error




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