try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers We find that shape based matching is the same as linemod.linemod pd
The key of shape based matching, or linemod, is using gradient orientation only. Though both edge and orientation are resistant to disturbance, edge have only 1bit info(there is an edge or not), so it's hard to dig wanted shapes out if there are too many edges, but we have to have...
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try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers https://github.com/meiqua/shape_based_matching++https://www.zhihu.com/people/mei-qu-a https://github.com/daxiaHuang/shape_based_matching_subpixel htt...
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3 Networks/code available at github.com/seuliufeng/DeepSBIR 4 Network/code available at github.com/janesjanes/sketchy Deep Shape Matching 13 Table 3. Performance comparison via mean Average Precision (mAP) with the state- of-the-art sketch-based image retrieval on the Flickr15k dataset. Best ...
本篇的主角 ShapeMatchingGAN,是 ICCV 2019 Oral,实现了变形程度可控的文字风格化。作者还开源了 PyTorch 实现:github.com/TAMU-VITA/Sh,喜欢设计的小伙伴可以去尝试渲染一下自己的艺术字。 双向形状匹配策略 ShapeMatchingGAN 的首要目的是学会文字的变形。不同于纹理尺度、风格强度等可用超参描述的特征,文字变形难以...
4 Network/code available at github.com/janesjanes/sketchy. Deep Shape Matching 787 Table 4. Performance comparison via accuracy at rank K (acc.@K) with the state- of-the-art sketch-based image retrieval on the Shoes/Chairs test datasets. Best result is highlighted in red, second best in ...
Our architecture is built on DiffusionNet, which makes our method robust to discretization changes, while adding a vector-field-based loss, which promotes ori- entation preservation without using (often unstable) extrin- sic descriptors. Our source code i...
Get a GitHub badge TaskDatasetModelMetric NameMetric ValueGlobal RankUses Extra Training DataResultBenchmark Sketch-Based Image RetrievalChairsEdgeMAC + whiteningR@185.6# 1 Compare R@1097.9# 2 Compare Sketch-Based Image Retrieval Handbags EdgeMAC + whitening ...