PROJECT TITLE :

Face detection with a Viola̐Jones based hybrid network - 2017

ABSTRACT:

Face detection is that the determination of the positions and sizes of faces, primarily human, within digital images and videos, often as a element of a broader facial recognition system. It is seen as technologically mature, nonetheless its operational performance usually remains sub-optimal, even at intervals the easier frontal face detection tests. Empirical evidence shows that the Viola-Jones framework, a standard face detection answer with generally superior performance and different fascinating properties, underdetects in some instances. Some true faces survive all however the ultimate stages of the rejection cascade, resulting in missed faces. A hybrid framework consisting of a neural network following a truncated Viola-Jones cascade is made in an try to recover the undetected faces. Presumably, the neural network might fine tune and augment the face decision. Its inputs are a subset of the thresholding (detection) values of a rejection cascade's intermediate stages. Experiments reveal considerably improved performance, with increased detection rates if no false alarm increases are tolerated, with a greater detection rate increase if some false alarm will increase are acceptable, and with a considerable false alarm reduction with no detection reduction. These improved face detection results might address shortcomings in widely-varying applications.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :An Analytic Gabor Feedforward Network for Single-sample and Pose-invariant Face Recognition - 2018ABSTRACT:Gabor magnitude is known to be among the foremost discriminative representations for face pictures because
PROJECT TITLE :BULDP Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition - 2018ABSTRACT:This Project develops a brand new dimensionality reduction technique, named biomimetic uncorrelated
PROJECT TITLE :Empirical Study of Face Authentication Systems Under OSNFD Attacks - 2018ABSTRACT:Face authentication has been widely available on smartphones, tablets, and laptops. As various personal pictures are published in
PROJECT TITLE :Lbp Edge-Mapped Descriptor Using Mgm Interest Points For Face Recognition - 2017ABSTRACT:In recent years, face recognition has become a common topic in academia and business. Current native ways like the local binary
PROJECT TITLE :Low Resolution Face Recognition Techniques: A Survey - 2017ABSTRACT:Face recognition is getting popularity with the time and it is one in all the foremost important topics within the research. It has therefore many

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry