文件名称:mboben-spixel-989e153b58af
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该方法实现了一种实时的由粗到细的超像素分割,是cvpr2015的一篇paper，该方法的效果非日常的好。指得大家学习和借鉴。-In this paper, we tackle the problem of unsupervised segmentation in the form of superpixels. Our main emphasis is
on speed and accuracy. We build on [31] to define the problem as a boundary and topology preserving Markov random
field. We propose a coarse to fine optimization technique
that speeds up inference in terms of the number of updates
by an order of magnitude. Our approach is shown to outperform [31] while employing a single iteration. We uate
and compare our approach to state-of-the-art superpixel algorithms on the BSD and KITTI benchmarks. Our approach
significantly outperforms the baselines in the segmentation
metrics and achieves the lowest error on the stereo task.
on speed and accuracy. We build on [31] to define the problem as a boundary and topology preserving Markov random
field. We propose a coarse to fine optimization technique
that speeds up inference in terms of the number of updates
by an order of magnitude. Our approach is shown to outperform [31] while employing a single iteration. We uate
and compare our approach to state-of-the-art superpixel algorithms on the BSD and KITTI benchmarks. Our approach
significantly outperforms the baselines in the segmentation
metrics and achieves the lowest error on the stereo task.
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mboben-spixel-989e153b58af
..........................\CMakeLists.txt
..........................\README.txt
..........................\examples
..........................\........\basic
..........................\........\.....\69000.png
..........................\........\.....\config.yml
..........................\........\.....\config_batch.yml
..........................\........\.....\run.bat
..........................\........\.....\run.sh
..........................\........\.....\run_batch.bat
..........................\........\.....\run_batch.sh
..........................\........\stereo
..........................\........\......\000002_10L.png
..........................\........\......\000002_10L_left_disparity.png
..........................\........\......\000002_10R.png
..........................\........\......\config_stereo_kitti.yml
..........................\........\......\config_stereo_kitti_batch.yml
..........................\........\......\config_stereo_kitti_sgm.yml
..........................\........\......\run.bat
..........................\........\......\run.sh
..........................\........\......\run_batch.bat
..........................\........\......\run_batch.sh
..........................\........\......\run_sgm.bat
..........................\........\......\run_sgm.sh
..........................\src
..........................\...\ReadMe.txt
..........................\...\contrib
..........................\...\.......\SGMStereo.cpp
..........................\...\.......\SGMStereo.h
..........................\...\.......\tinydir.h
..........................\...\functions.cpp
..........................\...\functions.h
..........................\...\sallocator.cpp
..........................\...\sallocator.h
..........................\...\segengine.cpp
..........................\...\segengine.h
..........................\...\smemoryxx.h
..........................\...\spixel.cpp
..........................\...\spixel.vcxproj
..........................\...\spixel.vcxproj.filters
..........................\...\spixel.vcxproj.user
..........................\...\stdafx.cpp
..........................\...\stdafx.h
..........................\...\structures.cpp
..........................\...\structures.h
..........................\...\targetver.h
..........................\...\tsdeque.h
..........................\...\utils.cpp
..........................\...\utils.h