NDLI: A New Multi-focus Image Fusion Method Using Principal Component Analysis in Shearlet Domain

Please wait, while we are loading the content...

Adaptive Analog Disparity Model using Ocular Dominance Map

MRI Denoising using Visual System Response Model Simulating PCNN

Significance of Phase-based Features for Person Recognition Using Humming

Combining Evidences from Bark Scale and Mel Scale Warped Features for VTLN

An Efficient Expression Recognition Method using Contourlet Transform

Cognitive Inspired WOR Framework to Reveal Image Semantics, for Efficient Content Based Image Retrieval

Sliding Window-based DCT Features for Tea Quality Prediction Using Electronic Tongue

Framework for analysis of bio-inspired self-organization in urban pervasive system

Endoscopic Image Retrieval System Using Multi-scale Image Features

Salient Keypoint Detection using Entropy Map for Iris Biometric

Effect of Nonlinear Compression Function on the Performance of the Speaker Identification System under Noisy Conditions

DI-BOW: Domain Invariant Feature Descriptor Using Bag of Words

Sparsifying Dense Features for Action Classification

Selection of Optimum Level of Data Compression for Voltam metric Electronic Tongue Signal Using DWT

An EEG Study on Working Memory and Cognition

X-Ray Imaging and General Regression Neural Network (GRNN) for Estimation of Silk Content in Cocoons

Pose Invariant Face Detection in Video

Classification of Stop Consonants using Modulation Spectrogram-Based Features

Interactive Facial Expression Reader and Extension to First Impression Improver

Perceptual Depth Preserving Saliency based Image Compression

Towards artificial flavor perception of black tea: An approach using fusion of electronic nose and electronic tongue responses with fuzzy ART classification technique

Traffic Analysis and Prediction using a Committee of Experts

A Framework for Ischemic Beat Detection using Multi-Layer Feedforward Neural Network and Principal Component Analysis (IBD-MLFFNN-PCA)

Face Recognition using Face-Autocropping and Facial Feature Points Extraction

Behavioural Modelling of Ragas of Indian Classical Music using Unified Modelling Language

Low Complexicity Graph Based Navigation and Path Finding of Mobile Robot Using BFS

Stereo Pair Generation by Introducing Bokeh Effect in 2D Images

Multi-frequency Large Amplitude Pulse Voltammetric Electronic Tongue to Assess Key Compounds Imparting the Taste of Briskness to Finished Black Tea Liquor

PAA: Perception based Anti-Aliasing for High Quality Transformed Image Reconstruction from Single Image

Automatic Characterization of Mammograms using Fractal Texture Analysis and Fast Correlation Based Filter Method

Unsupervised method of Domain Adaptation on representation of discriminatory regions of the face image for surveillance face datasets

Fusion of TEO Phase with MFCC Features for Speaker Verification

Controlling Wall Following Robot Navigation Based on Gravitational Search and Feed Forward Neural Network

An unification of Inner Distance Shape Context and Local Binary Pattern for Shape Representation and Classification

A New Multi-focus Image Fusion Method Using Principal Component Analysis in Shearlet Domain

A New Multi-focus Image Fusion Method Using Principal Component Analysis in Shearlet Domain

Content Provider	ACM Digital Library
Author	Biswas, Biswajit Chakrabarti, Amlan Choudhuri, Ritamshirsa Dey, Kashi Nath
Abstract	The multi-focus image fusion used to produce a single image where the entire view is focused by combining multiple images taken with different focus distances. Here we present a concept for multi-focus image fusion using Principal component analysis (PCA) method on shearlet domain. Our proposed concept works on two folds, i) transform the source image into shearlet-image by using shearlet transform (ST), ii) use of PCA model in low-pass sub-band by which the best pixels in smooth parts are selected according to their arrangement. The composition of different high-pass sub-band coefficients achieved by the ST decomposition are realized. Then, the resultant fusion image is reconstructed by performing the inverse shearlet transform (IST). The experimental results, show that our proposed technique can tender enhanced fusion results than some existing methods in the state-of-the-art. This comparative assessment done in the lights of qualitative and quantitative measurements in terms of mutual information and fusion matrix QAB/F.
Starting Page	92
Ending Page	98
Page Count	7
File Format	PDF
ISBN	9781450320023
DOI	10.1145/2708463.2709064
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2015-02-26
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Multi-focus image fusion Shearlet transform Mutual information Principal component analysis
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in