PROJECT TITLE :

continuously adaptive data fusion and model relearning for particle filter tracking with multiple features - 2016

ABSTRACT:

This paper presents a brand new technique for object tracking in an exceedingly camera sensor with particle filters. The strategy enables multiple target and background models, arbitrarily spanning many features or imaging modalities, to be adaptively fused to provide optimal discriminating ability against changing backgrounds, that might gift varying degrees of litter and camouflage for various sorts of features at totally different times. Furthermore, we show how to continuously and robustly relearn all models for all feature modalities online during tracking and for targets whose look may be regularly changing. Each the information fusion weightings and model relearning parameters are robustly adapted at every frame, by extracting contextual information to tell the saliency assessments of each half of each model. Also, we have a tendency to propose a 2-step estimation methodology for improving robustness, by preventing excessive drifting of particles during tracking past difficult, cluttered background scenes. We tend to demonstrate the tactic by implementing a version of the tracker, that combines each shape and color models, and testing it on a publicly offered benchmark information set. Results counsel that the proposed methodology outperforms a variety of well-known state-of-the-art trackers from the literature.


Did you like this research project?

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


PROJECT TITLE :Ku Band Continuously Tunable Circular Cavity SIW Filter With One ParameterABSTRACT:This letter introduces a Ku band continuously tunable filter with one parameter. The proposed filter is implemented using substrate
PROJECT TITLE :Extracting, Tracking, and Visualizing Magnetic Flux Vortices in 3D Complex-Valued Superconductor Simulation DataABSTRACT:We propose a method for the vortex extraction and tracking of superconducting magnetic flux
PROJECT TITLE :Operating Modes and Control Strategy for Megawatt-Scale Hydro-Viscous Transmission-Based Continuously Variable Speed Wind TurbinesABSTRACT:A megawatt (MW)-scale hydro-viscous transmission-based continuously variable
PROJECT TITLE :Distribution, Data, Deployment: Software Architecture Convergence in Big Data SystemsABSTRACT:Massive information applications are pushing the limits of software engineering on multiple horizons. Successful solutions
PROJECT TITLE :New Object Detection, Tracking, and Recognition Approaches for Video Surveillance Over Camera NetworkABSTRACT:Object detection and tracking are 2 fundamental tasks in multicamera surveillance. This paper proposes

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

Project Enquiry