Email Usinfo@mtechprojects.com
Phone Number+91 9573777164
Open Hours9 am - 6 pm / Mon - Sat

Learning complex cell features with cooperating pooling operation for object recognition

PROJECT TITLE :

Learning complex cell features with cooperating pooling operation for object recognition

ABSTRACT :

A straightforward biologically inspired feature extraction algorithm is proposed for object recognition. 1st, a group of statistical topographic filters modelling the properties of complicated cells in an exceedingly primary visual cortex (V1) are learned primarily based on enhanced freelance subspace analysis (EISA), and locally invariant feature maps are extracted by convolving the filters with each image. Then, the cooperating cortical pooling operations which mix the energy model and the MAX-like model are used to increase the section and shift invariance of the filter response. Experimental results on the MNIST dataset and the Caltech101 dataset demonstrate that the algorithm is economical and achieves high recognition accuracy.

Did you like this research project?

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

A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs - 2018

PROJECT TITLE :A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs - 2018ABSTRACT:Accurately predicting students' future performance based on their ongoing academic records is crucial

Optimal Bayesian Transfer Learning - 2018

PROJECT TITLE :Optimal Bayesian Transfer Learning - 2018ABSTRACT:Transfer learning has recently attracted important research attention, because it simultaneously learns from different supply domains, that have plenty of labeled

Learning Graphs With Monotone Topology Properties and Multiple Connected Components - 2018

PROJECT TITLE :Learning Graphs With Monotone Topology Properties and Multiple Connected Components - 2018ABSTRACT:Recent papers have formulated the problem of learning graphs from information as an inverse covariance estimation

Alternative to Extended Block Sparse Bayesian Learning and Its Relation to Pattern-Coupled Sparse Bayesian Learning - 2018

PROJECT TITLE :Alternative to Extended Block Sparse Bayesian Learning and Its Relation to Pattern-Coupled Sparse Bayesian Learning - 2018ABSTRACT:We tend to consider the matter of recovering block sparse signals with unknown block

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification - 2018

PROJECT TITLE :Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification - 2018ABSTRACT:Deep learning has gained popularity in an exceedingly variety of computer vision tasks. Recently, it's also

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

Project Enquiry