NDLI: Effect of variation factors on the processing time of the face recognition algorithms in video sequence

Please wait, while we are loading the content...

A robust image segmentation method using hierarchical color clustering

Energy optimization in wireless body area network based on ZigBee

Intelligent model system for tourism flow prediction: a study of Xi'an Museum

Garment fold enhancement simulation method based on energy field

A hybrid collaborative filtering recommendation algorithm

Multiple attribute decision making with completely unknown weights based on cumulative prospect theory and grey system theory

The adaption of the Cuckoo search algorithm applied in the LEACH-C protocol

Using quality by design and quality risk management principles to aid the development of a high shear wet granulation process

A following behavior detecting method for drive assistance

Battle simulation of network information system-of-systems based on multi-agent

Improved face recognition result reranking based on shape contexts

Price decision-making models in closed-loop supply chain based on government subsidies: a new replacement policy of household appliances in China

Individualized learning through MOOC: online automatic test system based on genetic algorithm

An algorithm for evaluating the influence of micro-blog users

Similarity measure for multivariate time series based on dynamic time warping

Pseudo-samples generation in Gaussian mixture distribution for software defect prediction

Software defect prediction based on manifold learning in subspace selection

SwingPong: analysis and suggestion based on motion data from mobile sensors for table tennis strokes using decision tree

The study and implementation of VoIP intelligent voice communication system based on SIP protocol

Research on phase compensating factor of chirp scaling algorithm in multiple-receiver synthetic aperture sonar

Benchmark of a large scale database for facial beauty prediction

Analysis of planar mobile distribution and interference evaluation in wireless ad-hoc networks

Compressive sensing for space image compressing

Security problems analysis and solving policy design for mobile agents running platform

Traffic features extraction and clustering analysis for abnormal behavior detection

Simulation research on PID_MRAC control of 6-DOF platform servo system

Comparative study of load balancing routing algorithms in hybrid networks

The evaluation and improvement of traffic rule: based on intelligent information processing

An extended fine-grained conflict detection method for shared-state scheduling in large scale cluster

Influence of oil groove geometry on the lubrication characteristic of planet gear thrust washer

Research on risk assessment of CTCS based on fuzzy reasoning and analytic hierarchy process

Technology research of ultra-tightly integration about INS aided tracking loop based on EKF

Independent components for EEG signal classification

A VEIS computer virus propagation model based on partly immunization

An effective joint model for chinese word segmentation and POS tagging

An empirical study on the collaboration of scholars in graduate education: based on the social network analysis

Research on improved information fusion of accelerometers based on MEMD technology

Data caching policies for device to device within cellular networks

A novel scheme for D2D resource allocation based on users' data rate requirements

CSMA/CA through put analysis in hybrid CSMA/CA and TDMA networks

Research on sales forecasting based on ARIMA and BP neural network combined model

Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation

Hyperspectral image tensor feature extraction based on fusion of multiple spectral-spatial features

An over-sampling method based on probability density estimation for imbalanced datasets classification

Feature data factorization and its application

A new method of deep synergetic neural network for face recognition

Robust two-step image restoration with adaptive regularization parameter

Comprehensive comparison study on different ICA/BSS methods in IPPG techniques for obtaining high-quality BVP signal

Channel refined directional color filter array interpolation

Effect of variation factors on the processing time of the face recognition algorithms in video sequence

ANN: a heuristic search algorithm based on artificial neural networks

SAR automatic target recognition based on K-means and data augmentation

An image processing system for evaluation of aerial application quality

Personalized sensitive attribute anonymity based on P - sensitive k anonymity

Load pattern analysis of key accounts based on two-step clustering

Effect of variation factors on the processing time of the face recognition algorithms in video sequence

Content Provider	ACM Digital Library
Author	Jaturawat, Phichaya Phankokkruad, Manop
Abstract	Face recognition is one of the most popular research topics of the biometric identification. Sometimes, face recognition work under the unstable environments. Therefore, the study on the factors that affect face recognition performance is the very interesting topic. The recognition accuracy can be affected by many factors, but the quality of image database and system environmental factors, are mainly factors that need to be focused. This research creates the image database to represent each user by controlled the environmental factors strictly, to ensure that the images have minimum confounding and have the best quality. The performance of the processing was tested by the variation of factors. These are variant variables that using for testing the algorithms accuracy and processing speed. The standard processing times are done on the still images. In the video, the experiment was conducted by using the test set with variation of confounding factors. All factors are similar to the still images, but it has one addition factors that is video resolution. The results found that, the face recognition processing time, the factors that are face recognition algorithms, video resolution, and the number of input image affected to the processing speed. As results from the experiment, it is relevant for the hypothesis that is the smaller number of input image, and smaller image size can reduce the processing time. In the case of face recognition algorithm, Fisherfaces is the fastest algorithms which took a shorter processing time than Eigenfaces, and LBPH, respectively. The results from this experiment can indicate the most effective face recognition algorithm. After that, it would be applied for the as-is system.
Starting Page	1
Ending Page	8
Page Count	8
File Format	PDF
ISBN	9781450347990
DOI	10.1145/3028842.3028892
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-12-23
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Video Factors Detection Face Recognition Processing
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in