Probabilistic modeling of local appearance and spatial relationships for object recognition

H Schneiderman, T Kanade - Proceedings. 1998 IEEE …, 1998 - ieeexplore.ieee.org
In this paper, we describe an algorithm for object recognition that explicitly models and
estimated the posterior probability function, P (object/image). We have chosen a functional …

Eye tracking in the wild

DW Hansen, AEC Pece - Computer Vision and Image Understanding, 2005 - Elsevier
An active contour tracker is presented which can be used for gaze-based interaction with off-
the-shelf components. The underlying contour model is based on image statistics and …

A benchmark and comparative study of video-based face recognition on cox face database

Z Huang, S Shan, R Wang, H Zhang… - … on Image Processing, 2015 - ieeexplore.ieee.org
Face recognition with still face images has been widely studied, while the research on video-
based face recognition is inadequate relatively, especially in terms of benchmark datasets …

Face recognition from long-term observations

G Shakhnarovich, JW Fisher, T Darrell - … 28–31, 2002 Proceedings, Part III …, 2002 - Springer
We address the problem of face recognition from a large set of images obtained over time-a
task arising in many surveillance and authentication applications. A set or a sequence of …

综述人脸识别中的子空间方法

刘青山, 卢汉清, 马颂德 - 自动化学报, 2003 - cqvip.com
如何描述每个个体人脸的特征, 使之区别于其他个体, 是人脸识别研究中的关键问题之一.
近年来提出了大量的方法, 其中随着主元分析在人脸识别中的成功应用之后 …

Object trajectory-based activity classification and recognition using hidden Markov models

FI Bashir, AA Khokhar… - IEEE transactions on Image …, 2007 - ieeexplore.ieee.org
Motion trajectories provide rich spatiotemporal information about an object's activity. This
paper presents novel classification algorithms for recognizing object activity using object …

Tracking loose-limbed people

L Sigal, S Bhatia, S Roth, MJ Black… - Proceedings of the …, 2004 - ieeexplore.ieee.org
We pose the problem of 3D human tracking as one of inference in a graphical model. Unlike
traditional kinematic tree representations, our model of the body is a collection of loosely …

Fusion of face and speech data for person identity verification

S Ben-Yacoub, Y Abdeljaoued… - IEEE transactions on …, 1999 - ieeexplore.ieee.org
Biometric person identity authentication is gaining more and more attention. The
authentication task performed by an expert is a binary classification problem: reject or accept …

Eigenfeature regularization and extraction in face recognition

X Jiang, B Mandal, A Kot - IEEE Transactions on Pattern …, 2008 - ieeexplore.ieee.org
This work proposes a subspace approach that regularizes and extracts eigenfeatures from
the face image. Eigenspace of the within-class scatter matrix is decomposed into three …

[图书][B] Subspace linear discriminant analysis for face recognition

W Zhao, R Chellappa, PJ Phillips - 1999 - Citeseer
In this paper we describe a holistic face recognition method based on subspace Linear
Discriminant Analysis (LDA). The method consists of two steps: rst we project the face image …