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检索条件"任意字段=17th Image Processing: Algorithms and Systems Conference, IPAS 2019"

共 249 条记录，以下是21-30 订阅

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the quaternion-based anisotropic gradient for the color images 17

The quaternion-based anisotropic gradient for the color imag...

引用

17th image processing: algorithms and systems conference, ipas 2019

作者： Voronin, V. Zelensky, A. Agaian, S. Don State Technical University Lab. «Mathematical Methods of Image Processing and Computer Vision Intelligent Systems» Gagarina 1 Rostov on Don Russia Moscow State University of Technology"STANKIN" Moscow Russia CUNY College of Staten Island Dept. of Computer Science New York United States

image gradient, as a preprocessing step is an essential tool in image processing in many research areas such as edge detection, segmentation, smoothing, inpainting, etc. In the present paper, we develop a new gradient by integrated the quaternion framework with LPA-ICI (local polynomial approximation - the intersection of confidence intervals) based on anisotropic gradient concepts for the color image processing applications. Computer simulations on the Berkeley Segmentation Dataset show that the new quaternion anisotropic gradient exhibits fewer color artifacts compared to state-of-the-art techniques including well-knowledge gradient operators. © 2019, Society for Imaging Science and Technology.

关键词： Polynomial approximation

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Towards Real-Time three-Dimensional (3D) Imaging using Dynamic Metasurface Antennas 17

Towards Real-Time Three-Dimensional (3D) Imaging using Dynam...

引用

17th European conference on Antennas and Propagation (EuCAP)

作者： Skouroliakou, Vasiliki Molaei, Amir Masoud Yurduseven, Okan Queens Univ Belfast Inst Elect Commun & Informat Technol ECIT Belfast BT3 9DT Antrim North Ireland

ISBN: (纸本)9788831299077

Dynamic Metasurface Antennas (DMAs) have been recently proposed as a computational imaging platform that relaxes the hardware constraints. these antennas produce tailored radiation patterns to multiplex the spatial information from the scene compressing the measurements into a single channel. Despite simplifying the hardware layer, the compression of the signal sets challenges in image reconstruction. the indirect sampling of the imaged scene makes it necessary to use computationally intense sensing-matrix based solutions since Fourier-based image reconstruction techniques are not directly applicable. In this paper, a bistatic case using DMAs as transmit and receive apertures is discussed and a pre-processing step is proposed to render the measurement set compatible with conventional Fourier-based imaging algorithms. the performance of the reconstruction algorithm including the pre-processing step is demonstrated when the algorithm is parallelized using a single Graphical processing Unit (GPU) card arguing that real-time image reconstruction is possible when imaging with DMAs.

关键词： dynamic metasurface antennas microwave radar imaging three-dimensional imaging image reconstruction algorithms

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P-AFLC: a parallel scalable fuzzy clustering algorithm

P-AFLC: a parallel scalable fuzzy clustering algorithm

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17th International conference on Pattern Recognition (ICPR)

作者： Petrosino, A Verde, M Complesso Univ CNR Sect Naples Italian Natl Res CouncilICAR I-80126 Naples Italy

ISBN: (纸本)0769521282

Clustering is the unsupervised classification of data items into homogeneous groups called clusters. Clustering algorithms are computationally intensive, particularly when they are used to analyze large amounts of data and this is the case in many pattern recognition, image analysis applications. A possible approach to reduce the processing time is based on the implementation of clustering algorithms on scalable parallel computers. this paper describes the design and implementation of P-AFLC, a parallel version of the Adaptive Fuzzy Leader Clustering system based upon the competitive learning model for determining optimal classes in large data sets. the system architecture, its implementation, and experimental performance results are reported, together with theoretical performance evaluation.

关键词： Parallel processing systems

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An Iterative Algorithm for image Inpainting Using Aggregation Functions 17

An Iterative Algorithm for Image Inpainting Using Aggregatio...

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Joint 17th World Congress of International-Fuzzy-systems-Association / 9th International conference on Soft Computing and Intelligent systems (IFSA-SCIS)

作者： Gonzalez-Hidalgo, Manuel Massanet, Sebastia Mir, Amau Ruiz-Aguilera, Daniel Univ Balearic Isl SCOPIA Res Grp Dept Math & Comp Sci Cira ValldemossaKm 7-5 E-07122 Palma De Mallorca Balearic Island Spain

ISBN: (纸本)9781509049172

image inpainting is a prolific line of research due to its applications in restoration of missing or damaged areas of the image. In this paper, a novel iterative algorithm for image inpainting based on aggregation functions and penalty-based functions is presented. the algorithm combines diffusion-based and patch-based techniques. In each iteration of the algorithm, the level of consensus among the known pixels in a neighbourhood of each pixel is computed. If a minimum value of consensus is reached, the pixel is recovered by means of an aggregation of the known pixels of the neighbourhood through aggregation functions and penalty-based functions. Otherwise, a non-local search of similar patches is performed and then a similar aggregation but now of the centre pixels of those patches more similar to the region we must recover is carried out. Experiments on synthetic and natural images show the potential of this algorithm both from the qualitative and the quantitative points of view in comparison to other classical inpainting algorithms.

关键词： Estimation Field programmable gate arrays OFDM Modulation Filtration Clocks Signal processing algorithms

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Scalable Switch for bi-Directional MultiRing Network 17

Scalable Switch for bi-Directional MultiRing Network

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17th International conference on Parallel and Distributed Computing systems, PDCS 2004

作者： Arabnia, Hamid R. He, Xiangjian Department of Computer Science University of Georgia AthensGA30602 United States Department of Computer Systems University of Technology PO Box 123 Broadway 2007 Sydney Australia

ISBN: (纸本)9781618398185

MultiRing is a network of 2nnodes which can be configured into different ring networks of n different configurations. It supports a wide variety of algorithms, such as algorithms for parallel image processing. In this paper, a MultiRing is implemented using a star topology with a MultiRing switch at the centre. We present a hierarchical design of the MultiRing switch. We demonstrate that the construction of the switch is economical in terms of gate count and port numbers. Our design preserves the need that all nodes can communicate simultaneously and independently in a ring configuration. We show that our design is scalable. © (2004) by the International Society for Computers and their Applications All rights reserved.

关键词： image processing

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Proximity Contours: Vision based Detection and Tracking of Objects in Manufacturing Plants using Industrial Control systems 17

Proximity Contours: Vision based Detection and Tracking of O...

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17th IEEE International conference on Industrial Informatics (INDIN)

作者： Shishira, S. Rao, Vidyadhar Sudarsan, Sithu D. ABB Corp Res Ctr Bengaluru India

ISBN: (纸本)9781728129273

In a typical manufacturing setup, field sensors are used to detect the presence of moving material on the production line. Sensory information is interfaced with a centralized control systems for continuous and long distance monitoring. However, the field sensors are prone to failures and may cause frequent down-times which in turn causes reduction in productivity. In this paper, a practical and comprehensive visual inspection system is proposed to automatically control the plant operations. the proposed approach improves productivity and solves several challenges including the speed of execution to support real-time operations, number and choice of image processing stages as well as associated techniques and algorithms. the presented solution inspects a production process deployed in metal industry and detects the moving rods on a conveyor platform. the shape of the moving rods is characterized using a combination of GrabCut segmentation, and clustering-based image thresholding methods. To detect and track the movement of rods, proximity contours are identified using low-level pixel information of only two images: one when the conveyor is fully occupied with the rods and the other when the conveyor is empty. Further, this visual sensory information is used to automatically generate control logic for tracking and monitoring a conveyor platform and can be smoothly integrated with industrial control system enabling real-time closed loop operations.

关键词： image Segmentation Material Detection Closed-loop systems Industrial Control systems Industry 4.0

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Application of Blind Signal processing in image Watermarking systems 17

Application of Blind Signal Processing in Image Watermarking...

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17th International SoC Design conference (ISOCC)

作者： Chen, Chuen-Yau Lin, Cheng-Yuan Zou, Yi-Ze Hsiao, Hung-Ming Chen, Yen-Ting Natl Univ Kaohsiung Dept Elect Engn Kaohsiung 811 Taiwan Natl Taiwan Univ Sci & Technol Dept Elect Engn Taipei 106 Taiwan

ISBN: (纸本)9781728183312

In this paper, an efficient blind signal processing algorithm called relative-gradient bound component analysis algorithm that combines the concepts of the relative-gradient approach and the bound-component analysis is applied to the image watermarking systems. Unlike to the other blind-signal-processing algorithms, neither the inverse matrix nor the covariance matrix is necessary to be computed in this one. It can successfully extract the embedded watermark without the whittling process. the time complexity and the space complexity of this algorithm are both lower than those of the original bound component analysis algorithm.

关键词： blind signal bound component analysis

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Research on low delay audio convolution algorithm combining mobile and cloud 21

Research on low delay audio convolution algorithm combining ...

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21st IEEE International conference on High Performance Computing and Communications, 17th IEEE International conference on Smart City and 5th IEEE International conference on Data Science and systems, HPCC/SmartCity/DSS 2019

作者： Cai, Xilong Hu, Wei Wang, Yonghao College OfComputer Science and Technology Wuhan University of Science and Technology China Hubei Province Key Laboratory of Intelligent Information Processing Real-time Industrial System Wuhan China DMT Lab Birmingham City University Birmingham United Kingdom

ISBN: (纸本)9781728120584

Nowadays, intelligent mobile devices become most wide mobile multimedia terminals. But limited by performance and battery life, traditional audio architectures and algorithms cannot meet increasingly complex processing requirements. In this paper, the traditional audio convolution algorithm and audio architecture are analyzed. Based on the optimization of the block convolution algorithm, and combined with the cloud GPU, a dynamic task allocation low latency convolution algorithm is proposed under cloud hybrid systems. the experimental results show that the convolution algorithm can effectively reduce the workload of the mobile terminal, reduce the CPU usage of the mobile terminal, and realize the real-time audio mixing processing in complex scenes on mobile terminals with limited performance. © 2019 IEEE.

关键词： Graphics processing unit

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Hyperspectral complex-domain image denoising: cube complex-domain BM3D (CCDBM3D) algorithm 18

Hyperspectral complex-domain image denoising: cube complex-d...

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18th image processing: algorithms and systems conference, ipas 2020

作者： Katkovnik, Vladimir Ponomarenko, Mykola Egiazarian, Karen Shevkunov, Igor Kocsis, Peter Tampere University TampereFIN 33101 Finland

We consider hyperspectral phase/amplitude imaging from hyperspectral complex-valued noisy observations. Block-matching and grouping of similar patches are main instruments of the proposed algorithms. the search neighborhood for similar patches spans both the spectral and 2D spatial dimensions. SVD analysis of 3D grouped patches is used for design of adaptive nonlocal bases. Simulation experiments demonstrate high efficiency of developed state-of-the-art algorithms. © 2020, Society for Imaging Science and Technology

关键词： Hyperspectral imaging

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Feedback alfa-rooting algorithm for medical image enhancement 17

Feedback alfa-rooting algorithm for medical image enhancemen...

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17th image processing: algorithms and systems conference, ipas 2019

作者： Voronin, V. Zelensky, A. Agaian, S. Don State Technical University Lab. «Mathematical Methods of Image Processing and Computer Vision Intelligent Systems» Gagarina 1 Rostov on Don Russia Moscow State University of Technology "STANKIN" Moscow Russia CUNY/ College of Staten Island Dept. of Computer Science New York United States

this paper presents a new combined local and global transform domain-based feedback image enhancement algorithm for medical diagnosis, treatment, and clinical research. the basic idea in using local alfa-rooting method is to apply it to different disjoint blocks with different sizes. the block size and alfa-rooting parameters driven through optimization using the Agaian's cost function (image enhancement non-reference quality measure). the presented new approach allows enhancing MRI and CT images with uneven lighting and brightness gradient by preserving the local image features/details. Extensive computer simulations (CS) on real medical images are offered to gage the presented method. CS shows that our method improves the contrast and enhances the details of the medical images effectively compared with the current state-of-art methods. © 2019, Society for Imaging Science and Technology.

关键词： Clinical research

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