Fast Recognition Of Human Climbing Fences In Transformer Substations - 2017


Recognition of human climbing fences in trans-former substations is very essential in an exceedingly power substation. This paper proposed an innovative and practical human climbing fences detection method primarily based on image processing. At 1st, the Gaussian Mixture Model background modelling algorithm is exploited to detect motion objects beneath a read of fix surveillant camera in a very power substation. After getting the motion regions of interest, the Histogram of Oriented Gradient (HOG) feature is extracted to describe inner human. And then, based on the results of HOG feature extraction, the Support Vector Machine (SVM) is trained to classify pedestrians. Next, an improved Hough Rework is implemented to detect fences. Finally a Sparse Optical Flow methodology is applied to trace the motion of human. Compelling experimental results demonstrated the correctness and effectiveness of our proposed methodology.

Did you like this research project?

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

PROJECT TITLE :In-Memory Stream Indexing of Massive and Fast Incoming Multimedia Content - 2018ABSTRACT:In this text, a media storm indexing mechanism is presented, where media storms are outlined as quick incoming batches. We
PROJECT TITLE :Fast Low-Rank Bayesian Matrix Completion With Hierarchical Gaussian Prior Models - 2018ABSTRACT:The problem of low-rank matrix completion is taken into account in this Project. To use the underlying low-rank structure
PROJECT TITLE :A Fast Converging Channel Estimation Algorithm for Wireless Sensor Networks - 2018ABSTRACT:A group-membership affine projection algorithm is proposed which will estimate a complicated-valued channel matrix using
PROJECT TITLE :Fast Cell Discovery in mm-Wave 5G Networks with Context Information - 2018ABSTRACT:The exploitation of mm-wave bands is one amongst the key-enabler for 5G mobile radio networks. However, the introduction of mm-wave
PROJECT TITLE :Fast and Reliable Restoration Method of Virtual Resources on OpenStack - 2018ABSTRACT:We propose a quick and reliable restoration technique of virtual resources on OpenStack when physical servers or virtual machines

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

Project Enquiry