Combining Edge Detection and Region Segmentation for Lip Contour Extraction

机译：结合边缘检测和区域分割进行嘴唇轮廓提取

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The automatic detection of the lip contour is relatively a difficult problem in computer vision due to the variation amongst humans and environmental conditions. In this paper we improve upon the classical methods by introducing fusion. Two separate methods are first applied, one based on edge detection and the other on region segmentation to detect the outer lip contour, the results from them are then combined. Empirical evaluation of the detection process is also presented on an image subset of the Valid database, which contains lighting, pose and speech variation with promising results.

机译：由于人与环境条件之间的差异，在计算机视觉中自动检测嘴唇轮廓是一个相对困难的问题。在本文中，我们通过引入融合来改进经典方法。首先应用两种单独的方法，一种基于边缘检测，另一种基于区域分割以检测外唇轮廓，然后将它们的结果合并。在有效数据库的图像子集上还提供了对检测过程的经验评估，该图像子集包含照明，姿势和语音变化，并具有可喜的结果。

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《Articulated motion and deformable objects》|2010年|p.11-20|共10页
会议地点 Port dAndratx(ES);Port dAndratx(ES)
作者
Usman Saeed; Jean-Luc Dugelay;
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作者单位

Eurecom 2229 Routes des Cretes, 06560 Sophia Antipolis, France;

Eurecom 2229 Routes des Cretes, 06560 Sophia Antipolis, France;

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会议组织
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
image processing; lip detection;

机译：图像处理;嘴唇检测;

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专利

1. Automatic Lip-Contour Extraction and Mouth-Structure Segmentation in Images [J] . Juan-Bernardo Gemez-Mendoza, Flavio Prieto, Tanneguy Redarce Computing in science & engineering . 2011,第3期

机译：图像中的嘴唇轮廓自动提取和嘴结构分割
2. Automatic Lip-Contour Extraction and Mouth-Structure Segmentation in Images [J] . Gomez Mendoza juan, Prieto flavio, redarce herve Computing in science & engineering . 2011,第3期

机译：图像中的嘴唇轮廓自动提取和嘴结构分割
3. Automatic Lip-Contour Extraction and Mouth-Structure Segmentation in Images [J] . Juan-Bernardo Gemez-Mendoza, Flavio Prieto, Tanneguy Redarce Computing in science & engineering . 2011,第3期

机译：自动唇轮廓提取和图像中的口腔结构分割
4. Combining Edge Detection and Region Segmentation for Lip Contour Extraction [C] . Usman Saeed, Jean-Luc Dugelay International Conference on Articulated Motion and Deformable Objects . 2010

机译：结合边缘检测和区域分割唇轮廓提取
5. Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation [D] . Hatamizadeh, Ali. 2020

机译：自动图像分割的统一区域，边缘和轮廓模型深入学习
6. Self-parameterized active contours based on regional edge structure for medical image segmentation [O] . Eleftheria A Mylona, Michalis A Savelonas, Dimitris Maroulis -1

机译：基于区域边缘结构的自参数化主动轮廓用于医学图像分割
7. Real-time algorithms and VLSI architectures for region segmentation and edge detection and extraction in video images [O] . Naghian Fesharaki Mehdi Computer Science Engineering Faculty of Engineering UNSW 1994

机译：用于视频图像中区域分割和边缘检测与提取的实时算法和VLSI架构

Combining Edge Detection and Region Segmentation for Lip Contour Extraction

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