Scattering Wavelet Transform Based Palm Print Biometric Recognition - PowerPoint PPT Presentation

Dec 01, 2022 •588 likes •832 views

Scattering Wavelet Transform Based Palm Print Biometric Recognition GROUP MEMBERS: MEET HARIA - 153079029 SHYAMAL DHUA - 163079004 RITESH VENKAT - 163079001 Palm Print Biometric Recognition System Phase Congruency Monogenic Signal Local

Scattering Wavelet Transform Based Palm Print Biometric Recognition GROUP MEMBERS: MEET HARIA - 153079029 SHYAMAL DHUA - 163079004 RITESH VENKAT - 163079001
Palm Print Biometric Recognition System
Phase Congruency
Monogenic Signal
Local Monogenic Phase and Orientation
Amplitude of Fourier Components
Local Energy of Image for N scales
Phase Congruency at (x 1 ,x 2 )
2-D Log-Gabor Isotropic Wavelet
Radial Response Profjle
Why Scattering Wavelet Transform?  Rotational Invariance  Translational Invariance  Deformation Invariance
Morlet Wavelet Equation
Morlet Wavelet Orientations Real Part Imaginary Part
Convolution network architecture of the scattering wavelet decomposition
ROI Extraction
Extracted Palm Print
Pre-processed Palm Print Image
Averaged Output
First Layer SWT Coeffjcients
Second Layer SWT Coeffjcients

Download Presentation

Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

Wavelet Scattering Transforms Haixia Liu Department of Mathematics The Hong Kong University of

Problem Wavelet Scattering Transform Digit Classification: MNIST by Joan Bruna et al. MATLAB code of Wavelet convolutional Networks Wavelet Scattering Transforms Haixia Liu Department of Mathematics The Hong Kong University of Science and

460 views • 24 slides

Optimizing Discrete Wavelet Transform Optimizing Discrete Wavelet Transform on the Cell Broadband

Optimizing Discrete Wavelet Transform Optimizing Discrete Wavelet Transform on the Cell Broadband Engine on the Cell Broadband Engine Seunghwa Kang David A. Bader Key Contributions We design an efficient data decomposition scheme

586 views • 27 slides

Continuous Wavelet Transform: ECG Recognition Based on Phase and Modulus Representations E DGAR G

I NTRODUCTION T HE S QUARE M ODULUS AND P HASE E XAMPLES C ONCLUSION R EFERENCES Continuous Wavelet Transform: ECG Recognition Based on Phase and Modulus Representations E DGAR G ONZALEZ Based on the paper by: Lofti Senhadjii, Laurent Thoroval,

750 views • 64 slides

GPU-Accelerated Undecimated Wavelet Transform for Film and Video Denoising Hermann Frntratt ,

GPU-Accelerated Undecimated Wavelet Transform for Film and Video Denoising Hermann Frntratt , Hannes Fassold 2015-03-19 Overview 2 GPU-activities @ AVM research group Undecimated Wavelet Transform Algorithm GPU Implementation Application

300 views • 16 slides

The Haar Wavelet Transform: Compression and Adams and Halsey Reconstruction Patterson Damien

The Haar Wavelet Transform: Compression and Recon- struction Damien The Haar Wavelet Transform: Compression and Adams and Halsey Reconstruction Patterson Damien Adams and Halsey Patterson December 13, 2006 The Haar Wavelet Transform:

338 views • 18 slides

Philippeit GmbH In the twinkling of an eye to greater efficiency Biometric ID-Systems DNA

Philippeit GmbH In the twinkling of an eye to greater efficiency Biometric ID-Systems DNA FACIAL RECOGNITION IRISSCAN FINGERPRINT HANDSCAN ID PALM The bio standard for user authentication ID-Palm Features

424 views • 6 slides

Microcalcification Detection in Mammography using Wavelet Transform and Statistical Parameters

Microcalcification Detection in Mammography using Wavelet Transform and Statistical Parameters Eliza Hashemi Supervisor: Alice Kozakevicius Examiner: Mohammad Assadzadeh Masters thesis presentation University of Gothenburg February 24,

828 views • 39 slides

Summary: Wavelet Scattering Net x ( u ) | x 1 | ( u )

Summary: Wavelet Scattering Net x ( u ) | x 1 | ( u ) Architechture: || x 1 | 2 | ( u ) Sx = ||| x 2 | 2 | 3

2.12k views • 31 slides

Discrete Wavelet Transform Techniques for Denoising, Pattern Detection and Compression of

Discrete Wavelet Transform Techniques for Denoising, Pattern Detection and Compression of Turbulent Rayleigh-Taylor Mix Data International Workshop on Bedros Afeyan, Polymath Research Inc. Praveen Ramaprabhu & Malcolm J. the Physics of

1.43k views • 130 slides

Non-linear Dynamics Characterization from Wavelet Packet Transform for Automatic Recognition of

Non-linear Dynamics Characterization from Wavelet Packet Transform for Automatic Recognition of Emotional Speech J.C. Vsquez-Correa 1 , J.R Orozco-Arroyave 1,2 , J.D Arias-Londoo 1 , J.F Vargas-Bonilla 1 , Elmar Nth 2 1 Faculty of

232 views • 22 slides

Transform Learning MRI with Global Wavelet Regularization A. Korhan Tanc 1 Ender M. Eksioglu 2 1

Introduction Transform Learning MRI GTLMRI Simulations and Conclusion Transform Learning MRI with Global Wavelet Regularization A. Korhan Tanc 1 Ender M. Eksioglu 2 1 Department of EEE Kirklareli University Kirklareli, Turkey 2 Department of

1.58k views • 138 slides

Transform Your Photography Through Print Competition (Otherwise known as The Art Of Eating Poo

Transform Your Photography Through Print Competition (Otherwise known as The Art Of Eating Poo Sandwiches and Still Smiling!) Richard Breshears, FP, CPP (Fellow of Photography, Certified Professional Photographer) Why do print competition??

545 views • 12 slides

Continuous Wavelet Transform in Quantum Field Theory 1 Mikhail V. Altaisky 1 Natalia E.Kaputkina 2

Continuous Wavelet Transform in Quantum Field Theory 1 Mikhail V. Altaisky 1 Natalia E.Kaputkina 2 1 Space Research Institute RAS, Profsoyuznaya 84/32, Moscow, 117997, Russia 2 National University of Science and Technology MISiS, Leninsky

869 views • 53 slides

Continuous Wavelet Transform and the Annual Cycle in Temperature and the Number of Deaths Milan

Continuous Wavelet Transform and the Annual Cycle in Temperature and the Number of Deaths Milan Bata*, Josef Arlt* , , Markta Arltov*, , , Karel Helman* $ *Dept. of Statistics & Probability, Faculty of Informatics & Statistics,

207 views • 16 slides

Sparse signal representation and the tunable Q-factor wavelet transform Ivan Selesnick

Sparse signal representation and the tunable Q-factor wavelet transform Ivan Selesnick Polytechnic Institute of New York University Brooklyn, New York 1 Introduction Problem: Decomposition of a signal into the sum of two components: 1.

793 views • 62 slides

Some Essentials of Data Analysis with Wavelets Slides in the wavelet part of the course in data

Some Essentials of Data Analysis with Wavelets Slides in the wavelet part of the course in data analysis at The Slid i h l f h i d l i Th Swedish National Graduate School of Space Technology Lecture 2: The continuous wavelet transform

808 views • 24 slides

Steering Control and Looming Detection in Young Adults with DCD Y Ad lt ith DCD Rita F. de

Steering Control and Looming Detection in Young Adults with DCD Y Ad lt ith DCD Rita F. de Oliveira 3 , Catherine Purcell 1 , John Wann 1 , Ri F d Oli i C h i P ll J h W Damian Poulter 1 , Kate Wilmut 2 1 Royal Holloway University of

359 views • 8 slides

Range gated cameras technology and its applications Friday, October 10, 14 Range gated cameras

Range gated cameras technology and its applications Friday, October 10, 14 Range gated cameras can have several names * Time resolved cameras * Range gated cameras * Laser tomography * Grindad laserkamera / avbildning ( SV) All systems

647 views • 25 slides

Visu Visual I Inertial Su Subse sea 3 3D D Recon onstr tructi tion on For Subsea Model

Visu Visual I Inertial Su Subse sea 3 3D D Recon onstr tructi tion on For Subsea Model Generation and Real-Time Positioning w w w . Z u p t . c o m ZUPT Ts V VIEW O W ON THE A APPLIC ICAT ATIO IONS A AND T TECHNOLOGY

357 views • 33 slides

T h e S t a t u s o f T e l e s c o p e A r r a y T h e S t a t u

S c i e n t i f i c A c t i v i t i e s o f I C R R S c i e n t i f i c A c t i v i t i e s o f I C R R - - - O O b s e r v a t i o n o f U l t r a - h i

699 views • 40 slides

Machine Learning Applications Ben Chandler Hewlett Packard Labs April 6th, 2016 HPE Big Data

A Platform for Accelerating Machine Learning Applications Ben Chandler Hewlett Packard Labs April 6th, 2016 HPE Big Data and HPC portfolio strategy Design and deliver comprehensive solutions with purpose-built platforms Innovate, design &

811 views • 43 slides

Tools and Methods for Multiscale Biomolecular Simulations Celeste Sagui Department of Physics,

Tools and Methods for Multiscale Biomolecular Simulations Celeste Sagui Department of Physics, NC State University, Raleigh, NC Outline 1. Introduction (motivation and people) 2. Science (multiscale methods with quantum Monte Carlo, density

623 views • 24 slides

Menu provides an avenue for ODE to Documentation introduce the recently released USDA and

This afternoon we are discussing menu Slide 1 documentation and recipes. This topic was chosen as a follow - up to this mornings session on Food Purchasing for Child Care Centers. The topic also Menu provides an avenue for ODE to

782 views • 31 slides

SBI Holdings, Inc. Financial Results for the Nine-Month Period Ended Dec. 31, 2010 (Fiscal Year

Strategic Business Innovator SBI Holdings, Inc. Financial Results for the Nine-Month Period Ended Dec. 31, 2010 (Fiscal Year Ending March 31, 2011) January 26, 2011 The items in this document are provided as information related to the

1.6k views • 120 slides