NDLI: On the Feature Extraction Performances of CNN Gabor-Type Filters in Texture Recognition Applications

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Cellular Nonlinear Nano-giga-scale Architectures (CNNA)- Converging Sensory Comnuting Hardware Platforms and Related Wave Logic Inferencing

From Photons to Decisions: The CMOS Challenge

CNN Wave Computing: Theory, Architectures, Implementations and Applicaions

Bio-inspired robotics: application of a CNN-based CPG VLSI chip to control an autonomous mini-hexapod robot

Cellular Wave Computing the Multi-channel Mammalian Retina Model by the Bi-I Camera-computer

Demonstration of real-time image processing on the SCAMP-3 vision system

CNNOPT: Learning dynamics and CNN chip-specific robustness

Computing and Combining the Outputs of Cortically Inspired Feature Maps

A Real-time Mammalian Retina Model Implementation on FPGA

Implementation of cellular wave computing methods by hardware learning: ion beam analysis

Multitarget Tracking Applications of the Bi-i Platform: Attention-selection, Tracking and Navigation

Testing Pixel Level Snakes

Fast and roust face tracking applieed to wheelchair driving

Polynomial Discrete Time Cellular Neural Networks to solve the XOR problem

On the Reduction of the Number of Coefficient Circuits in a DTCNN Cell

Generation of patterns with predefined statistical properties using Cellular Neural Networks

Spatio-temporal patterns in CNNs for classification: the winnerless competition principle

Random Number Generator and Monte Carlo type Simulations on the CNN-UM

A Programmable Digital Cellular Neural Network Processing On- and Off-Chip Sensory Information

Optical Cellular Wave Computer Implementation and Programming

Programmable OASLM as a Novel Sensing Cellular Computer

Estimating Generalized Synchronization in Brain Electrical Activity from Epilepsy Patients with Cellular Nonlinear Networks

Prediction Error Profiles allowing a Seizure Forecasting in Epilepsy ?

Route number recognition ot Public Transport Vehicles via the Bionic Eyeglass

Color Processing in Wearable Bionic Eyeglass

Human tested saliency map generation in the Bionic Eyeglass project

Acoustic wvave propagation modeling on 3D CNN-UM architecture

Modeling of elastic inter-node bounds in Cellular Neural Network-based implementation of the deformable grid paradigm

Path Planning of Mobile Robots by Using Cellular Neural Networks

CNNOPT: Learning dynamics and CNN chip-specific robustness

A CNN Implementation of the Horn & Schunck Motion Estimation Method

Genetic Programming for the CNN-UM

Analogic Implementation of the Genetic Algorithm

Autonomous Ratio-Memory Cellular Nonlinear Network (ARMCNN) for Pattern Learning and Recognition

Visual inspection of metal objects by using Cellular Neural Networks

Semi-Totalistic CNN Genes for Compact Image Compression

On the Feature Extraction Performances of CNN Gabor-Type Filters in Texture Recognition Applications

Jacobi's Iterative Method for Solving Linear Equations and the Simulation of Linear CNN

Estimating the CNN Steady State using Forward-Backward Recursions

Towards Analog VLSI Arrays for Nonseparable 3D Spatiotemporal Filtering

A Control System for a Cellular Processor Array

Programmable CNN cell based on SET transistors

Implementation of Nonlinear Template Runner Emulated Digital CNN-UM on FPGA

Multiplexed Circuit for Star-CNN Architecture

Programmable Digital Nested CNN

Fast an Robust Face Tracking for CNN chips: application to wheelchair driving

A New CNN-based Method for Detection of Symmetry Axis

Pattern detection in spectrograms by means of Cellular Neural Networks

A Pattern Classification Method Based on a Space-Variant CNN Template

N-Scroll Generation in SC-CNN via NeuroFuzzy Based Nonlinear Function

An New Automatic Nucleated Cell Counting Method With Improved Cellular Neural Networks (ICNN)

On the Existence of Stable Equilibrium Points in Delayed Cellular Neural Networks

On the Periodic Solutions in One Dimensional Cellular Nonlinear Networks Based on Josephson Junctions (JJ's)

Receptor-Based CNN Model with Hysteresis for Pattern Formation

Experiments on Global and Local Adaptation to Illumination Conditions based on Focal-Plane Average Compuutation

A Spatial Domiain Sigma-Delta Modulator Using Discrete-Time Cellular Neural Networks

Implementation of Arbitrary Boolean Functions via CNN

Image Resolution Upscaling via Two-Layered Discrete-Time Cellular Neural Network

A Cellular Active Contours Algorithm Based on Region Evolution

Weakly Connected Oscllatory Networks as Assoclative and Dynamic Memories

Detection of Moving Objects in a Binocular Video Sequence

Space-time Signature Analysis of 2D Echocardiograms Based on Topographic Cellular Active Contour Techniques

Effect of inhibitory diffusive coupling on frequency-selectivity of excitable media simulated with Cellular Neural Networks

Detecting Structural Alterations in the Brain using a Cellular Neural Network based Classification of Magnetic Resonance Images

An autonomous mini-hexapod robot controlled through a CNN-based CPG VLSI chip

Vein Feature Extraction Using DT-CNNs

CNNUM-Based Methods Using Deformable Contours on Smooth Boundaries

An embedded CNN-UM Global Analogic Programming Unit implementation on FPGA

FPGA Based Implementation of Water Reinjection in Geothermal Structure

In Search or a Robust Digital CNN System

Design Method for Unconventional Computing

3-Layer CNN Chip for Focal-Plane Complex Dynamics with Adaptive Image Capture

An Analog Viterbi Decoder for PRML using Analog Parallel Processing Circuits of the CNN

2005 9th International Workshop on Cellular Neural Networks and Their Applications

Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications

Proceedings of the 2000 6th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA 2000) (Cat. No.00TH8509)

1998 Fifth IEEE International Workshop on Cellular Neural Networks and their Applications. Proceedings (Cat. No.98TH8359)

1996 Fourth IEEE International Workshop on Cellular Neural Networks and their Applications Proceedings (CNNA-96)

Proceedings of the Third IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA-94)

CNNA '92 Proceedings Second International Workshop on Cellular Neural Networks and Their Applications

IEEE International Workshop on Cellular Neural Networks and their Applications

On the Feature Extraction Performances of CNN Gabor-Type Filters in Texture Recognition Applications

Content Provider	IEEE Xplore Digital Library
Author	David, E. Ungureanu, P. Goras, L.
Copyright Year	2006
Description	Author affiliation: Fac. of Electron. & Telecommun.,, Gh. Asachi Tech. Univ. of Iasi (David, E.; Ungureanu, P.; Goras, L.)
Abstract	This paper presents several results regarding the feature extraction performances of 2D CNN Gabor type filter banks in a texture recognition application. These performances are studied for circular symmetric or separable frequency response filters with several filter neighborhood radii and parameters. The results are compared with similar approaches from literature
Starting Page	1
Ending Page	6
File Size	5568188
Page Count	6
File Format	PDF
ISBN	1424406390
DOI	10.1109/CNNA.2006.341621
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-08-28
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Feature extraction Cellular neural networks Gabor filters Frequency Filter bank Transfer functions Image analysis Image processing Information analysis Performance analysis pattern recognition CNN Gabor type filters feature extraction
Content Type	Text
Resource Type	Article

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