NDLI: High resolution image reconstruction using mean field annealing

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

2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat. No.03TH8718)

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing

Neural Networks for Signal Processing XI: Proceedings of the 2001 IEEE Signal Processing Society Workshop (IEEE Cat. No.01TH8584)

Neural Networks for Signal Processing X. Proceedings of the 2000 IEEE Signal Processing Society Workshop (Cat. No.00TH8501)

Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

Neural Networks for Signal Processing VIII. Proceedings of the 1998 IEEE Signal Processing Society Workshop (Cat. No.98TH8378)

Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop

Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing

Proceedings of IEEE Workshop on Neural Networks for Signal Processing

Neural-network based classification of laser-Doppler flowmetry signals

Analysis of satellite imagery using a neutral network based terrain classifier

Pruning recurrent neural networks for improved generalization performance

A neural network scheme for Earthquake prediction based on the seismic electric signals

EEG: signal analysis using a multi-layer perceptron with linear preprocessing

Reconstructed dynamics and chaotic signal modeling

Encoding pyramids by Labeling RAAM

Neurodevice - neural network device modelling interface for VLSI design

Application of neural networks for sensor performance improvement

Auditory stream segregation based on oscillatory correlation

Neural estimation of kinetic rate constants from dynamic PET-scans

A quantitative study of evoked potential estimation using a feedforward neural network

Continuous-time nonlinear signal processing: a neural network based approach for gray box identification

Sensitivity analysis on neural networks for meteorological variable forecasting

Improving the resolution of a sensor array pattern by neural networks

Blind deconvolution of signals using a complex recurrent network

A Hopfield network based adaptation algorithm for phased antenna arrays

A hybrid digital computer-Hopfield neural network CDMA detector for real-time multi-user demodulation

Neural-net based receiver structures for single- and multi-amplitude signals in interference channels

A neural network trained with the extended Kalman algorithm used for the equalization of a binary communication channel

Use of neural networks in detection of ischemic episodes from ECG leads

Towards semen quality assessment using neural networks

Toward improving exercise ECG for detecting ischemic heart disease with recurrent and feedforward neural nets

Modeling of glaucoma induced changes in the retina and neural net assisted diagnosis

Medical diagnosis and artificial neural networks: a medical expert system applied to pulmonary diseases

Neural networks and higher order spectra for breast cancer detection

Neural networks for robust image feature classification: a comparative study

Ensemble methods for automatic masking of clouds in AVIRIS imagery

Moving object classification in a domestic environment using quadratic neural networks

Hybrid training method for tied mixture density hidden Markov models using learning vector quantization and Viterbi estimation

Fast image analysis using Kohonen maps

Hardware neural network implementation of tracking system

High resolution image reconstruction using mean field annealing

Medical imaging with neural networks

Application of SVD networks to multi-object motion-shape analysis

Saddle-node dynamics for edge detection

Application of the HLVQ neural network to hand-written digit recognition

Minimum error classification of keyword-sequences

Fuzzification of formant trajectories for classification of CV utterances using neural network models

A monolithic speech recognizer based on fully recurrent neural networks

Word recognition using a neural network and a phonetically based DTW

Non-linear speech analysis using recurrent radial basis function networks

Autoassociator-based modular architecture for speaker independent phoneme recognition

LVQ as a feature transformation for HMMs

Parallel training of MLP probability estimators for speech recognition: a gender-based approach

Neural tree network/vector quantization probability estimators for speaker recognition

Connectionist model combination for large vocabulary speech recognition

Minimum error training for speech recognition

Acoustic echo cancellation for hands-free telephony using neural networks

Recurrent network automata for speech recognition: a summary of recent work

The selection of neural models of nonlinear dynamical systems by statistical tests

A learning algorithm for multi-layer perceptrons with hard-limiting threshold units

Learning with imperfect perception

A network of physiological neurons with differentiated excitatory and inhibitory units possessing pattern recognition capacity

Time series prediction using genetically trained wavelet networks

A hybrid neural network architecture for automatic object recognition

Classification using hierarchical mixtures of experts

Time signal filtering by relative neighborhood graph localized linear approximation

Application of the fuzzy min-max neural network classifier to problems with continuous and discrete attributes

Spectral feature extraction using Poisson moments

A unifying view of some training algorithms for multilayer perceptrons with FIR filter synapses

Locally excitatory globally inhibitory oscillator networks: theory and application to pattern segmentation

Network structures for nonlinear digital filters

The use of recurrent neural networks for classification

Robust estimation for radial basis functions

An interval computation approach to backpropagation

Faster and better training of multi-layer perceptron for forecasting problems

Adaptive regularization

Mixture density estimation via EM algorithm with deterministic annealing

Multilayer perceptron design algorithm

An application of importance-based feature extraction in reinforcement learning

Generalization performance of regularized neural network models

OSA-a topological algorithm for constructing two-layer neural networks

Neural network inversion techniques for EM training and testing of incomplete data

A statistical inference based growth criterion for the RBF network

A novel unsupervised competitive learning rule with learning rate adaptation for noise cancelling and signal separation

Proceedings of IEEE Workshop on Neural Networks for Signal Processing

Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop

Neural Networks for Signal Processing II Proceedings of the 1992 IEEE Workshop

Neural Networks for Signal Processing Proceedings of the 1991 IEEE Workshop

High resolution image reconstruction using mean field annealing

Content Provider	IEEE Xplore Digital Library
Author	Numnonda, T. Andrews, M.
Copyright Year	1994
Description	Author affiliation: Dept. of Electr. & Electron. Eng., Auckland Univ., New Zealand (Numnonda, T.; Andrews, M.)
Abstract	A high resolution image can be reconstructed from a sequence of lower resolution frames of the same scene where each frame taken by the camera is offset by a subpixel displacement. In this paper, it is shown that such a reconstruction task can be cast as an optimisation problem, and that a reconstruction can be found using the mean field annealing algorithm. The proposed technique has the added advantage over existing techniques of not requiring the registration of the displacement of each low resolution frame. In addition, the proposed technique greatly reduces the required computation as compared to a simulated annealing approach.
Starting Page	441
Ending Page	450
File Size	451430
Page Count	10
File Format	PDF
ISBN	0780320263
DOI	10.1109/NNSP.1994.366026
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1994-09-06
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image resolution Image reconstruction Cameras Signal resolution Layout Signal processing algorithms Computational modeling Simulated annealing Reconstruction algorithms Pixel
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: ndl-support@iitkgp.ac.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	Mr. Siddhartha Mukherjee siddhartha@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	ndl-support@iitkgp.ac.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Libarray 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