Face re-identification across pose in thermal infrared spectrum based on local texture descriptors

机译：基于局部纹理描述符的热红外光谱中跨姿势的人脸重新识别

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Face re-identification is a challenging task which is aimed to check similarity of two faces shown in the images. Face recognition system have been investigated since many years mostly in visible domain. We investigate face recognition methods based on facial images acquired in far-infrared range (thermal spectrum). The main reason for using thermal infrared for face recognition is to observe people in night conditions. However, this task is not free of challenges. In this paper we investigate the impact of various head positions on efficiency of face re-identification. The paper presents our measurement approach, results of many series of tests as well as performance metrics of re-identification based on three state-of-the-art facial descriptors.

机译：人脸重新识别是一项具有挑战性的任务，旨在检查图像中显示的两个人脸的相似性。多年来，人脸识别系统主要在可见光领域进行了研究。我们研究基于在远红外范围（热光谱）中获取的面部图像的面部识别方法。使用热红外进行人脸识别的主要原因是在夜间观察人。但是，这项任务并非没有挑战。在本文中，我们研究了各种头部位置对人脸重新识别效率的影响。本文介绍了我们的测量方法，一系列测试的结果以及基于三个最先进的面部描述符的重新识别性能指标。

著录项

来源
《13th Conference on Integrated Optics: Sensors, Sensing Structures, and Methods》|2018年|1083005.1-1083005.7|共7页
会议地点 Szczyrk(PL)
作者
A. Grudzien; M. Kowalski; N. Palka;
展开▼
作者单位

Institute of Optoelectronics, Military University of Technology, Gen. W. Urbanowicza 2, 00-908 Warsaw, Poland;

Institute of Optoelectronics, Military University of Technology, Gen. W. Urbanowicza 2, 00-908 Warsaw, Poland;

Institute of Optoelectronics, Military University of Technology, Gen. W. Urbanowicza 2, 00-908 Warsaw, Poland;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
face re-identification; thermal infrared spectrum; local texture descriptors;

机译：脸部重新识别；热红外光谱局部纹理描述符;

相似文献

外文文献
中文文献
专利

1. Camera pose refinement by matching uncertain 3D building models with thermal infrared image sequences for high quality texture extraction [J] . Iwaszczuk Dorota, Stilla Uwe ISPRS Journal of Photogrammetry and Remote Sensing . 2017,第octa期

机译：通过将不确定的3D建筑模型与热红外图像序列进行匹配来精炼相机姿态，从而获得高质量的纹理
2. Local texture description framework-based modified local directional number pattern: a new descriptor for face recognition [J] . R. Reena Rose, A. Suruliandi, K. Meena International Journal of Biometrics . 2015,第2期

机译：基于局部纹理描述框架的修改后的局部定向数字模式：用于面部识别的新描述符
3. A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states [J] . Loris Nanni, Sheryl Brahnam, Alessandra Lumini Expert Systems with Application . 2010,第12期

机译：基于局部二进制模式变体纹理描述符的局部方法，用于对疼痛状态进行分类
4. Face re-identification across pose in thermal infrared spectrum based on local texture descriptors [C] . A. Grudzien, M. Kowalski, N. Palka Conference on Integrated Optics: Sensors, Sensing Structures, and Methods . 2018

机译：基于局部纹理描述符的热红外光谱横跨姿势的重新识别
5. Realistic texture in simulated thermal infrared imagery. [D] . Ward, Jason T. 2008

机译：模拟的热红外图像中的逼真的纹理。
6. FOOD TEXTURE DESCRIPTORS BASED ON FRACTAL AND LOCAL GRADIENT INFORMATION [O] . Marc Bosch, Fengqing Zhu, Nitin Khanna, -1

机译：食品纹理描述基于分形和局部梯度信息
7. Illumination-Invariant Face Recognition from a Single Image across Extreme Pose using a Dual Dimension AAM Ensemble in the Thermal Infrared Spectrum [O] . Reza Shoja Ghiass†a, Ognjen Ar, Hakim Bendada, 2016

机译：使用热红外光谱中的双维aam集合从单个图像到极端姿态的照明不变人脸识别

Face re-identification across pose in thermal infrared spectrum based on local texture descriptors

摘要

著录项

相似文献

相关主题

期刊订阅