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检索条件"任意字段=2017 Conference on Design and Architectures for Signal and Image Processing, DASIP 2017"

共 891 条记录，以下是331-340 订阅

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Superpixel Approach in High Resolution Histopathological image Segmentation 25

Superpixel Approach in High Resolution Histopathological Ima...

引用

25th signal processing and Communications Applications conference (SIU)

作者： Albayrak, Abdulkadir Bilgin, Gokhan Yildiz Tekn Univ Bilgisayar Muhendisligi Bolumu Istanbul Turkey

ISBN: (纸本)9781509064946

Segmentation of cellular structures with high accuracy has a crucial importance for the detection of cancerous regions in histopathologic images. The proper segmentation of cellular structures is one of the most important issues to be considered when making a diagnosis by pathologists. In this study, the contribution of the superpixel method to the segmentation of high-resolution histopathologic images of renal cell carcinoma from the TCGA (The Cancer Genome Atlas) data set was investigated. The superpixel method performs clustering based on color similarities and spatial proximity of the pixels in histopathologic images. When the results are evaluated, it has been observed that the superpixel method has a positive contribution to both the segmentation success and the running time.

关键词： Histopathological images cell segmentation superpixel algorithm segmentation accuracy

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Airport Detection by Combining Geometric and Texture Features on RASAT Satellite images 25

Airport Detection by Combining Geometric and Texture Feature...

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25th signal processing and Communications Applications conference (SIU)

作者： Temizkan, Ebubekir Bilge, Hasan Sakir Gazi Univ Bilgisayar Muhendisligi Bolumu Ankara Turkey Gazi Univ Elekt Elekt Muhendisligi Bolumu Ankara Turkey

ISBN: (纸本)9781509064946

In this study, a simple and efficient airport detection method is presented. The method is performed uses both the geometric and texture features. The method that use RASAT satellite images is carried out in two stages as coarse and fine stage. In the first stage, line segments are detected with line segment detector (LSD) and the short length of lines are filtered. Remaining line segments are grouped using breadth first search (BFS) to extract airport candidate locations. In the second stage, texture features are calculated using texture around line segments and parallel density feature that is extracted from line segment groups are merged. Finally merged features arc classified with support vector machine (SVM) to make detection airport.

关键词： RASAT satellite image airport detection line segment detection

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Microwave Imaging of Reinforced Concrete and design of a Broadband Antenna 17

Microwave Imaging of Reinforced Concrete and Design of a Bro...

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International conference on Video and image processing (ICVIP)

作者： Qi, Shengxiang Xu, Hui Ren, Jian Shenyang Univ Technol Sch Informat Sci & Engn Shenyang 110870 Peoples R China

ISBN: (纸本)9781450353830

The location imaging of reinforced concrete in building structure is studied. An imaging system for detecting concrete cross sections with ultra-wideband stepping frequency conversion radar is designed. According to the requirement of imaging system, a wideband double ridged horn antenna is used as the sensor of the imaging system by using electromagnetic simulation software HFSS and the average of voltage standing-wave ratio (VSWR) is less than 2.5. The transmitted signal is changed in step frequency, and the echo signals of different groups at different positions are collected. The internal structure of concrete is reconstructed by using the omega-k algorithm in the synthetic aperture microwave imaging method. A diameter of 1cm of steel in the concrete at different depth is reconstructed successfully by using this imaging system.

关键词： Component microwave imaging step frequency conversion radar synthetic aperture reinforced concretes image reconstruction

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Generating word images using Deep Generative Adversarial Networks 25

Generating word images using Deep Generative Adversarial Net...

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25th signal processing and Communications Applications conference (SIU)

作者： Turhan, Ceren Guzel Bilge, Hasan Sakir Gazi Univ Muhendisl Fak Bilgisayar Muhendisligi Bolumu Ankara Turkey

ISBN: (纸本)9781509064946

As one of the most important research topic of nowadays, deep learning attracts researchers' attention with applications of convolutional (CNNs) and recurrent neural networks (RNNs). By pioneers of the deep learning community, generative adversarial training, which has been working for especially last two years, is defined as the most exciting topic of computer vision for the last. 10 years. With the influence of these views, a new training approach is proposed to combine generative adversarial network (GAN) architecture with a cascading training. Using CVL database, text images can be generated in a short training time as a different application from the existing GAN examples.

关键词： deep learning adversarial training generative model generative adversarial network text image generator

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The application of algebraic geometry theory in computer image processing

The application of algebraic geometry theory in computer ima...

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2017 International conference on Computer Technology, Electronics and Communication, ICCTEC 2017

作者： Guo, Lixiao Ningbo Dahongying University Zhejiang Ningbo315000 China

ISBN: (纸本)9781538657843

This paper introduces a new mathematical tool of geometric algebra in computer vision research problems in geometric algebra as a new mathematical system combining the geometry and algebraic properties. In multidimensional signal vector processing and geometry, geometry modeling and geometric design has outstanding advantages in calculation. Based on the mathematical framework of geometric algebra, this paper focuses on computer vision 3D reconstruction after carrying out some exploratory researches, mainly studies the color image matching, the two views of the unipolar geometry and camera internal parameter calibration. © 2017 IEEE.

关键词： Computer vision

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signal processing - Algorithms, architectures, Arrangements, and Applications conference Proceedings, SPA

Signal Processing - Algorithms, Architectures, Arrangements,...

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21st IEEE signal processing: Algorithms, architectures, Arrangements, and Applications, SPA 2017

ISBN: (纸本)9788362065301

The proceedings contain 70 papers. The topics discussed include: probabilistic and unsupervised machine learning for auditory data and pattern recognition;forward error correction in wireless communication systems for industrial application;test signals used in electroacoustics and speech technology;Petrovsky, design and implementation of reversible integer quaternionic paraunitary filter banks on adder-based distributed arithmetic;implementation of DIFAR processing in ASW dipping sonar;simultaneous mutual localization of transmitters and receivers from time difference of arrival measurements;comparison of selected electroencephalographic signal classification methods;influence of sEMG electrode matrix configuration on hand gesture recognition performance;localisation method for sEMG electrode array, towards hand gesture recognition HMI development;towards sensor position-invariant hand gesture recognition using a mechanomyographic interface;design of an active noise controller for reduction of tire/road interaction noise in environmentally friendly vehicles;analysis of signal of X8 unmanned aerial vehicle;a novel objective function based on a generalized Kelly criterion for deep learning;rule-based data-driven approach for computer aided diagnosis of the peripheral zone prostate cancer from multiparametric MRI: proof of concept;reconstruction of high-resolution T2W MR images of the prostate using Maximum A Posteriori Approach and Markov Random Field regularization;and the coarse and fine granular fault tolerance techniques in FPGA-based Processors.

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A real-time MTFC algorithm of space remote-sensing camera based on FPGA

A real-time MTFC algorithm of space remote-sensing camera ba...

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International conference on Optical Instruments and Technology (OIT) at the Topical Meeting on Optoelectronic Imaging/Spectroscopy and signal processing Technology

作者： Zhao, Liting Huang, Gang Lin, Zhe Beijing Inst Space Mech & Elect Camera Control Technol Lab Beijing 5142 Mailbox 253 Sub Mailbox Beijing 100094 Peoples R China

ISBN: (数字)9781510617520

ISBN: (纸本)9781510617520;9781510617513

A real-time MTFC algorithm of space remote-sensing camera based on FPGA was designed. The algorithm can provide real-time image processing to enhance image clarity when the remote-sensing camera running on-orbit. The image restoration algorithm adopted modular design. The MTF measurement calculation module on-orbit had the function of calculating the edge extension function. line extension function. ESF difference operation. normalization MTF and MTFC parameters. The MTFC image filtering and noise suppression had the function of filtering algorithm and effectively suppressing the noise. The algorithm used System Generator to design the image processing algorithms to simplify the design structure of system and the process redesign. The image gray gradient. dot sharpness. edge contrast and median-high frequency were enhanced. The image SNR after recovery reduced less than 1 dB compared to the original image. The image restoration system can be widely used in various fields.

关键词： real-time on-orbit image data remote sensing camera FPGA MTFC

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Statistical Analysis of Residue signal for Backward Compatible HDR image Coding 25

Statistical Analysis of Residue Signal for Backward Compatib...

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25th signal processing and Communications Applications conference (SIU)

作者： Feyiz, Kutan Kamisli, Fatih Zerman, Emin Valenzise, Giuseppe Koz, Alper Dufaux, Frederic Orta Dogu Tekn Univ Goruntu Anal Merkezi OGAM TR-06800 Ankara Turkey Orta Dogu Tekn Univ Elekt & Elekt Muhendisligi Bolumu TR-06800 Ankara Turkey Univ Paris Saclay Telecom ParisTech Paris France Univ Paris 11 Cent Supelec CNRS Lab Signaux & SystL2SUMR 8506 Orsay France

ISBN: (纸本)9781509064946

Backward compatibility to the existing 8-bit displays for HDR image and video compression is an essential requirement for the wide acceptance of HDR technology by the users. While these previous methods mainly focus on the rate-distortion optimization of base layer, the encoding of the residue in the enhancement layer comparatively has received less attention. In this paper, we investigate whether HDR image coding residue exhibits also local anisotropic characteristics or not as in the case of motion compensated LDR video coding residue. The verification of existence of such characteristics, as an essential initial stage in such a research, form a base for the development of directional encoding methods for HDR residue as well. For this purpose, statistical auto-covariance analysis on HDR image coding residue is performed in this paper. Specifically, we first interpret the resulting auto-covariance model parameters for HDR images and then the behavior of these parameters is analyzed with respect to bitrate, spatial activity and dynamic range as the main variables in HDR image coding. The experiments indicate that the HDR residue exhibits local anisotropic characteristics, which enables the use of directional methods for the encoding of enhancement layer in HDR coding.

关键词： High Dynamic Range Residue Coding Local Characteristics Backward Compatible Auto-covariance analysis

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The integrated design and archive of space-borne signal processing and compression coding

The integrated design and archive of space-borne signal proc...

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Annual conference of the Chinese-Society-for-Optical-Engineering (CSOE) on Applied Optics and Photonics China (AOPC) - Optical Spectroscopy and Imaging

作者： He, Qiang-min Su, Hao-hang Wu, Wen-bo Beijing Inst Space Mech & Elect 104 Youyi Rd Beijing 100094 Peoples R China

ISBN: (数字)9781510614048

ISBN: (纸本)9781510614048;9781510614031

With the increasing demand of users for the extraction of remote sensing image information, it is very urgent to significantly enhance the whole system's imaging quality and imaging ability by using the integrated design to achieve its compact structure. light quality and higher attitude maneuver ability. At this present stage, the remote sensing camera's video signal processing unit and image compression and coding unit are distributed in different devices. The volume. weight and consumption of these two units is relatively large, which unable to meet the requirements of the high mobility remote sensing camera. This paper according to the high mobility remote sensing camera's technical requirements, designs a kind of space-borne integrated signal processing and compression circuit by researching a variety of technologies, such as the high speed and high density analog-digital mixed PCB design. the embedded DSP technology and the image compression technology based on the special-purpose chips. This circuit lays a solid foundation for the research of the high mobility remote sensing camera.

关键词： remote sensing signal processing image compression Embedded DSP cache

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Superpixel tracking using Kalman filter 3

Superpixel tracking using Kalman filter

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3rd International conference on Pattern Analysis and image Analysis (IPRIA)

作者： Faghihi, Mohammad Yazdi, Mehran Dianat, Sara Shiraz Univ Dept Elect Engn Signal & Image Proc Lab Shiraz Iran

ISBN: (纸本)9781509064540

In this paper, we propose an algorithm for tracking of moving objects in video sequences. Our method uses Kalman filter to predict the location of target and exploits superpixel based tracking algorithm to find the real position of target in a search region surrounding the predicted location. The motion dynamics and equations from mechanics physics are used to design a Kalman filter with assumption of constant acceleration motion. Using this Kalman filter makes our method able to handle long lasting occlusions. We have also devised a scheme that helps the tracker to find the target after long lasting occlusions.

关键词： image processing Kalman filter visual tracking

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