图像修复三:Image Completion using Planar Structure Guidance

Image Completion using Planar Structure Guidance.2014, ACM SIGGRAPH.

项目主页:https://sites.google.com/site/jbhuang0604/publications/struct_completion

ppt下载:https://uofi.app.box.com/s/2x1a8ja976wxhsglvggz

code:https://github.com/jbhuang0604/StructCompletion

A method for automatically guiding patch-based image completion using mid-level structural cues. Our method first estimates planar projection parameters, softly segments the known region into planes, and discovers translational regularity within these planes. This information is then converted into soft constraints for the low-level completion algorithm by defining prior probabilities for patch offsets and transformations. Our method handles multiple planes, and in the absence of any detected planes falls back to a baseline fronto-parallel image completion algorithm.

PPT 中首先对修复作了一个分类,如下图:

图像修复三:Image Completion using Planar Structure Guidance_第1张图片

该方法基于的模型:

图像修复三:Image Completion using Planar Structure Guidance_第2张图片

添加中间导向特征:



图像修复三:Image Completion using Planar Structure Guidance_第3张图片

图像修复三:Image Completion using Planar Structure Guidance_第4张图片

移除结果与结论:

图像修复三:Image Completion using Planar Structure Guidance_第5张图片

图像修复三:Image Completion using Planar Structure Guidance_第6张图片




你可能感兴趣的:(图像处理,计算机视觉)