[HTML][HTML] Basic tenets of classification algorithms K-nearest-neighbor, support vector machine, random forest and neural network: A review
In this paper, sixty-eight research articles published between 2000 and 2017 as well as
textbooks which employed four classification algorithms: K-Nearest-Neighbor (KNN) …
textbooks which employed four classification algorithms: K-Nearest-Neighbor (KNN) …
A comparative study of face landmarking techniques
Face landmarking, defined as the detection and localization of certain characteristic points
on the face, is an important intermediary step for many subsequent face processing …
on the face, is an important intermediary step for many subsequent face processing …
Applications of support vector machines for pattern recognition: A survey
H Byun, SW Lee - International workshop on support vector machines, 2002 - Springer
In this paper, we present a comprehensive survey on applications of Support Vector
Machines (SVMs) for pattern recognition. Since SVMs show good generalization …
Machines (SVMs) for pattern recognition. Since SVMs show good generalization …
On the use of SIFT features for face authentication
Several pattern recognition and classification techniques have been applied to the
biometrics domain. Among them, an interesting technique is the Scale Invariant Feature …
biometrics domain. Among them, an interesting technique is the Scale Invariant Feature …
Real-time face detection and motion analysis with application in “liveness” assessment
K Kollreider, H Fronthaler, MI Faraj… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
A robust face detection technique along with mouth localization, processing every frame in
real time (video rate), is presented. Moreover, it is exploited for motion analysis onsite to …
real time (video rate), is presented. Moreover, it is exploited for motion analysis onsite to …
A survey on pattern recognition applications of support vector machines
H Byun, SW Lee - International Journal of Pattern Recognition and …, 2003 - World Scientific
In this paper, we present a survey on pattern recognition applications of Support Vector
Machines (SVMs). Since SVMs show good generalization performance on many real-life …
Machines (SVMs). Since SVMs show good generalization performance on many real-life …
Non-intrusive liveness detection by face images
K Kollreider, H Fronthaler, J Bigun - Image and Vision Computing, 2009 - Elsevier
A technique evaluating liveness in face image sequences is presented. To ensure the actual
presence of a live face in contrast to a photograph (playback attack), is a significant problem …
presence of a live face in contrast to a photograph (playback attack), is a significant problem …
Evaluating liveness by face images and the structure tensor
K Kollreider, H Fronthaler… - Fourth IEEE Workshop on …, 2005 - ieeexplore.ieee.org
A technique evaluating liveness in short face image sequences is presented The intended
purpose of the proposed system is to assist in a biometric authentication framework, by …
purpose of the proposed system is to assist in a biometric authentication framework, by …
A survey on periocular biometrics research
Periocular refers to the facial region in the vicinity of the eye, including eyelids, lashes and
eyebrows. While face and irises have been extensively studied, the periocular region has …
eyebrows. While face and irises have been extensively studied, the periocular region has …
[BUKU][B] Vision with direction
J Bigun - 2006 - Springer
Image analysis is a computational feat which humans show excellence in, in comparison
with computers. Yet the list of applications that rely on automatic processing of images has …
with computers. Yet the list of applications that rely on automatic processing of images has …