Feature Detection by Color Tensor-based Photometric Invariants

机译：基于颜色张量的光度不变量的特征检测

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摘要

Although the majority of images are recorded in color format nowadays, computer vision research is still mostly restricted to luminance-based feature detection.In this paper, we combine the features based on the color tensor with photometric invariant derivatives to arrive at photometric invariant features.The combination of the photometric invariance theory and tensor based features allows for detection of a variety of features such as photometric invariant edges, corners.Experiments show that the proposed features are robust to scene incidental events and perform well in real-world scene.

机译：尽管当今大多数图像是以彩色格式记录的，但计算机视觉研究仍主要局限于基于亮度的特征检测。本文将基于色张量的特征与光度不变导数结合起来，得出光度不变特征。光度不变性理论与基于张量的特征相结合，可以检测各种特征，例如光度不变性边缘，拐角。

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《International conference on material and manufacturing technology》|2012年|540-545|共6页
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Xingsheng Yuan; Zhengzhi Wang;
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中图分类工程材料学;
关键词
feature detection; color tensor; photometric invariants;

机译：特征检测;颜色张量;光度不变;

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专利

1. Robust photometric invariant features from the color tensor [J] . van de Weijer J., Gevers T., Smeulders A.W.M. IEEE Transactions on Image Processing . 2006,第1期

机译：来自颜色张量的稳健的光度不变特征
2. Automatic Detection of Buildings from Aerial Images Using Color Invariant Features and Canny Edge Detection [J] . Shraddha Singhal, Sudha Radhika International Journal of Engineering Trends and Technology . 2014,第8期

机译：使用色彩不变性和Canny Edge检测功能从航空影像中自动检测建筑物
3. Robust video copy detection based on ring decomposition based binarized statistical image features and invariant color descriptor (RBSIF-ICD) [J] . Himeur Yassine, Sadi Karima Ait Multimedia Tools and Applications . 2018,第13期

机译：基于基于环分解的二值化统计图像特征和不变颜色描述符（RBSIF-ICD）的鲁棒视频复制检测
4. Feature Detection by Color Tensor-based Photometric Invariants [C] . Xingsheng Yuan, Zhengzhi Wang International Conference on Material and Manufacturing Technology . 2012

机译：基于颜色的张量的光度不变的功能检测
5. Detection of shadow areas by the use of invariant photometric colors: Application to IKONOS data of Sherbrooke [D] . Akif, Said. 2007

机译：通过使用不变的光度色来检测阴影区域：在Sherbrooke的IKONOS数据中的应用
6. A Feature Tensor-Based Epileptic Detection Model Based on Improved Edge Removal Approach for Directed Brain Networks [O] . Chuancheng Song, Youliang Huo, Junkai Ma, 2020

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7. Robust Photometric Invariant Features from the Color Tensor [O] . van de Weijer, J., Gevers, Th., Smeulders, A.W.M. 2006

机译：颜色张量的稳健的光度不变特征

Feature Detection by Color Tensor-based Photometric Invariants

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