Spatial Stimuli Gradient Sketch Model


The inability of automated edge detection methods inspired from primal sketch models to accurately calculate object edges beneath the influence of pixel noise is an open problem. Extending the principles of image perception i.e. Weber–Fechner law, and Sheperd similarity law, we propose a new edge detection technique and formulation that use perceived brightness and neighbourhood similarity calculations within the determination of robust object edges. The robustness of the detected edges is benchmark against Sobel, SIS, Kirsch, and Prewitt edge detection strategies in an example face recognition downside showing statistically important improvement in recognition accuracy and pixel noise tolerance.

Did you like this research project?

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

PROJECT TITLE : Modeling Spatial Trajectories with Attribute Representation Learning ABSTRACT: The widespread use of positioning devices has resulted in the generation of a large number of trajectories, each of which possesses
PROJECT TITLE : Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-Identification ABSTRACT: Spatial pooling operations are commonly used in existing methods for vehicle re-identification. These operations
PROJECT TITLE : Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data ABSTRACT: The tremendous success of deep learning presents significant challenges that must be addressed immediately if we are to understand
PROJECT TITLE : A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis ABSTRACT: Incorporating spatial and temporal patterns present in facial behavior should substantially improve facial
PROJECT TITLE : Adaptive Pulse Wave Imaging Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo ABSTRACT: Imaging the mechanical characteristics of the artery wall may aid in the diagnosis of vascular

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

Project Enquiry