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Biological Lateral Inhibition and digital Cellular Neural Network Applied on Associational Memory

Biological Lateral Inhibition and Digital Cellular Neural Ne...

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international conference on Bioinformatics and Biomedical Engineering (ICBBE)

作者： Fang Zi Ke Zhang Yanjun Li Dawei Zhao College of AstronauticsNorthwestern Polytechnical UniversityXi’an P.R.China Laboratory of Image ProcessingTianjin Computing Technology InstituteTianjin P.R.China

The lateral inhibition mechanism of organisms and digital cellular neural network (DCNN) are introduced. Then the integration of them is studied. Referenced some beneficial conclusions of DCNN, the model of digital acyclic lateral inhibition network (DALIN) is proposed in the paper. Until now most of existing associational memory algorithm only can operate on the two-value state {-1, +1}. Enlightened by these memory algorithms, especially by the DCNN, a new associational memory algorithm is proposed based on the DALIN. The new algorithm can operate on gray image, which includes 256 states, namely from 0 to 255. The implementation condition of the new algorithm is proposed and proved. Then it's applied on a cell's gray image with some noise. The results show that noises in images can be effectively filtered with the new algorithm. The learning effect on input samples is perfect. The calculation quantity of weight values is decreased and the learning time is shortened. images processed by lateral inhibition networks in the domain of space are accorded with the requirement of human beings' vision. The new algorithm is significative for the learning and pattern recognition of images, such as cell recognition and X- ray diagnosis. The DALIN also can be applied in other domain of image process, such as edge extraction and scene matching.

关键词： Cellular neural networks pattern recognition Organisms Artificial neural networks Humans image processing Nervous system Information processing Artificial intelligence Data mining

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A neurobiologically inspired vowel recognizer using Hough-transform - A novel approach to auditory image processing

A neurobiologically inspired vowel recognizer using Hough-tr...

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1st international conference on Computer Vision Theory and Applications

作者： Harczos, Tamas Klefenz, Frank Katai, Andras Peter Pazmany Catholic Univ Prater St 50-A H-1083 Budapest Hungary Fraunhofer Inst Digital Media Technol D-98693 Ilmenau Germany

ISBN: (纸本)9728865406

Many pattern recognition problems can be solved by mapping the input data into an n-dimensional feature space in which a vector indicates a set of attributes. One powerful pattern recognition method is the Hough-transform, which is usually applied to detect specific curves or shapes in digital pictures. In this paper the Hough-transform is applied to the time series data of neurotransmitter vesicle releases of an auditory model. Practical vowel recognition of different speakers with the help of this transform is investigated and the findings are discussed.

关键词： auditory image Hough-transform vowel recognition

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Signal processing for digital image enhancement considering APL in PDP

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1st international conference on pattern recognition and Machine Intelligence, PReMI 2005

作者： Jang, Soo-Wook Pyo, Se-Jin Kim, Eun-Su Lee, Sung-Hak Sohng, Kyu-Ik School of Electronic Engineering and Computer Science Kyungpook National University 1370 Sankyug-Dong Buk-Gu Daegu 702-701 Korea Republic of Digital Media R and D Center Samsung Electronics Co. LTD. 416 Maetan-3Dong Suwon Gyeonggi-Do 443-742 Korea Republic of

ISBN: (纸本)3540305068

In this paper, a method for improvement of image quality using the error diffusion which considers the APL process is proposed. In the proposed method, the APL process is performed before the error diffusion process. Simulation results showed that the proposed method has better performances for resolution in images and CCT uniformity according to each grayscale than the conventional method. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Signal processing

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FVC2004: Third fingerprint verification competition 1

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1st international conference on Biometric Authentication, ICBA 2004

作者： Maio, Dario Maltoni, Davide Cappelli, Raffaele Wayman, Jim L. Jain, Anil K. Biometric System Lab - DEIS University of Bologna via Sacchi 3 Cesena47023 Italy Biometric Test Center College of Engineering San Jose State University San JoseCA95192 United States Pattern Recognition and Image Processing Laboratory Michigan State University East LansingMI48824 United States

ISBN: (数字)9783540259480

ISBN: (纸本)3540221468

A new technology evaluation of fingerprint verification algorithms has been organized following the approach of the previous FVC2000 and FVC2002 evaluations, with the aim of tracking the quickly evolving state-ofthe- art of fingerprint recognition systems. Three sensors have been used for data collection, including a solid state sweeping sensor, and two optical sensors of different characteristics. The competition included a new category dedicated to "light" systems, characterized by limited computational and storage resources. This paper summarizes the main activities of the FVC2004 organization and provides a first overview of the evaluation. Results will be further elaborated and officially presented at the international conference on Biometric Authentication (Hong Kong) on July 2004. © Springer-Verlag Berlin Heidelberg 2004.

关键词： digital storage

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Quality assessment of manufactured roof-tiles using digital sound processing

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1st Iberian conference on pattern recognition and image Analysis, IbPRIA 2003

作者： Santos, Vasco C. F. Sousa, Miguel F. M. Ferreira, Aníbal J. S. INESC Porto Porto Portugal FEUP/INESC Porto Porto Portugal

ISBN: (纸本)3540402179

This paper describes a method for automaticallyassessin g the qualityo f manufactured roof-tiles using digital audio signal processing and pattern recognition techniques. A prototype system has been developed that is based on a mixed PC/DSP platform, where the real-time constraint is one of the main keyissu es. The suitabilityof the classification process for implementation in an industrial environment is also addressed. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Roofs

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Estimation of anti-bacterial culture activity from digital images

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1st Iberian conference on pattern recognition and image Analysis, IbPRIA 2003

作者： Caeiro, José Jasnau Ventura, Armando INESC-ID SIPS Apartado 13069 Lisboa1000-029 Portugal Instituto Politécnico de Beja ESTIG BejaP-7800-050 Portugal

ISBN: (纸本)3540402179

The purpose of this paper is to describe a method developed for estimation of the diameter of circular disks resulting from antibacterial cultures, immersed in a bacterial gel, using digital images of the growth recipients (Petri dishes). This methodology uses a chain of several image processing algorithms that are applied to the Petri dishes images until a set of diameter estimates are produced. The experimental protocol is presented and the results are analyzed in terms of the best non-linear filtering method as a function of the diameter error estimate at the output of the system. © Springer-Verlag Berlin Heidelberg 2003.

关键词： image processing

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Entropy vector median filter

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1st Iberian conference on pattern recognition and image Analysis, IbPRIA 2003

作者： Lukac, Rastislav Smolka, Bogdan Plataniotis, Konstantinos N. Venetsanopoulos, Anastasios N. Slovak Image Processing Center Jarkova 343 Dobsina049 25 Slovakia Department of Automatic Control Silesian University of Technology Akademicka 16 Str Gliwice44-101 Poland Edward S. Rogers Sr. Department of Electrical and Computer Engineering University of Toronto 10 King’s College Road Toronto Canada

ISBN: (纸本)3540402179

In this paper, a new adaptive multichannel filter for the detection and removal of impulsive noise, bit errors and outliers in digital color images is provided. The proposed nonlinear filter takes the advantages of the concept of the local entropy contrast and the robust order-statistics theory. The new entropy based vector median is computationally attractive, robust for a wide range of the impulsive noise corruption and significantly improves the signal-detail preservation capability of the standard vector median filter. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Impulse noise

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Wavelet packet image coder using coefficients partitioning for remote sensing images

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1st Iberian conference on pattern recognition and image Analysis, IbPRIA 2003

作者： Han, Su-Young Cho, Seong-Yun Dept. of Electronic Engineering Hanyang University 17 Haengdang-dong Seongdong-Gu Seoul133-791 Korea Republic of Dept. of Digital Media Anyang University Anyang 5-dong Manan-gu AnyangKyonggi-do708-113 Korea Republic of

ISBN: (纸本)3540402179

In this paper, a new embedded wavelet packet image coder algorithm is proposed for an effective image coder using correlation between partitioned coefficients. This new algorithm presents parent-child relationship for reducing image reconstruction error using relations between individual frequency sub-bands. By parent-child relationships, every coefficient is partitioned and encoded for the zerotree data structure. It is shown that the proposed wavelet packet image coder algorithm achieves lower bit rates than SPIHT. It also demonstrates higher PSNR under the same bit rate. The perfect rate control is compared with the conventional methods. These results show that the encoding and decoding processes of the proposed coder are simpler and more accurate than the conventional ones for texture images that include many mid and high-frequency elements such as aerial and satellite photograph images. The experimental results imply the possibility that the proposed method can be applied to real-time vision system, on-line image processing and image fusion which require smaller file size and better resolution. © Springer-Verlag Berlin Heidelberg 2003.

关键词： image compression

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A Method of image Zoom-in Based on Bézier Surface Interpolation

A Method of Image Zoom-in Based on Bézier Surface Interpola...

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4th international conference on Computer Science and Informatics, JCIS 1998, 1st international Workshop on High Performance, 1st international Workshop on Computer Vision, pattern recognition and image processing Volume 4

作者： Sun, Qingjie Zhang, Xiaopeng Wu, Enhua Lab. of Computer Science Institute of Software Academia Sinica China Faculty of Science and Technology University of Macau China

A method of image zoom-in is presented in the paper based on Bézier surface interpolation. By the method, a piecewise surface in C1 continuity for each color component of a digital image is constructed in terms of bicubic Bézier interpolation. Then, the zoom-in operation to the image could be implemented by sampling the surface with various sampling rate. Experimental results show that the method is computationally efficient and the quality of the zoomed-in images could be greatly improved by using the method.

关键词： Imaging systems

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A New Perceptual Thresholding strategy for Gradient-based Local Edge Detection

A New Perceptual Thresholding Strategy for Gradient-based Lo...

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作者： Acharya, Tinku Tsai, Ping-Sing Intel Corporation Digital Imaging Division 5000 West Chandler Boulevard Chandler AZ 85226-3699 United States

Edge detection is one of the most widely used operations in image processing or computer vision. The reason for this is that edges provide useful information such as outline of an object or boundary between regions. Those information can be used in a lot of different context, for example, shape or pattern recognition which may be used in computer vision or OCR (Optical Character recognition) system. In general, an edge can be defined as a significant changes or discontinuities in gray level. Any operator that is sensitive to this kind of changes will operate as an edge detector. A pixel having a change that exceeds a specified threshold value can be defined as an edge pixel However, most existing edge detectors need to manually select the threshold(s) and apply it globally throughout the image. Even with the well known Canny edge detector, which applies hysteresis thresholding rather than simply selecting a threshold value to apply everywhere, it still needs to select a high threshold and a low threshold manually. In this paper, we presented a new perceptual thresholding strategy for gradient based local edge detection. This new method calculates the gradient threshold value automatically based on local intensity information, and due to the nature of its local computation, it is very suitable for fast hardware implementation and real time imaging application.

关键词： Edge detection

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