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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161-170 订阅

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Asteroid image Classification Using Convolutional Neural Networks 17

Asteroid Image Classification Using Convolutional Neural Net...

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17th IEEE International conference on Intelligent Computer Communication and processing, ICCP 2021

作者： Rosu, Cosmin Bacu, Victor Adobe Systems Technical University of Cluj-Napoca Computer Science Department Cluj-Napoca Romania

ISBN: (纸本)9781665409766

An impact of an asteroid on planet Earth could have catastrophic consequences. To eliminate this threat, the first step that needs to be done is to identify in advance all the asteroids near Earth. In this paper, we present a convolutional neural network model which is able to classify astronomical images according to the presence of asteroids. the model is trained with real data from Isaac Newton Telescope (INT) located in La Palma, Canary Islands, Spain. the goal of this work is to create an automated system for asteroids detection and to reduce as much as possible the false-negative rate. We show that the model reaches a 94% recall when it is trained with individual images. © 2021 IEEE.

关键词： Convolutional neural networks

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Validation of modulation transfer functions and noise power spectra from natural scenes 17

Validation of modulation transfer functions and noise power ...

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17th image Quality and System Performance conference, IQSP 2020

作者： Fry, Edward W. S. Triantaphillidou, Sophie Jenkin, Robin B. Jarvis, John R. Jacobson, Ralph E. Faculty of Science and Technology University of Westminster United Kingdom Principal Image Quality Engineer NVIDIA Corporation United States

the Modulation Transfer Function (MTF) and the Noise Power Spectrum (NPS) characterize imaging system sharpness/resolution and noise, respectively. Both measures are based on linear system theory. However, they are applied routinely to scene-dependent systems applying non-linear, content-aware image signal processing. For such systems, MTFs/NPSs are derived inaccurately from traditional test charts containing edges, sinusoids, noise or uniform luminance signals, which are unrepresentative of natural scene signals. the dead leaves test chart delivers improved measurements from scene-dependent systems but still has its limitations. In this article, the authors validate novel scene-and-process-dependent MTF (SPD-MTF) and NPS (SPD-NPS) measures that characterize (i) system performance concerning one scene, (ii) average real-world performance concerning many scenes or (iii) the level of system scene dependency. the authors also derive novel SPD-NPS and SPD-MTF measures using the dead leaves chart. they demonstrate that the proposed measures are robust and preferable for scene-dependent systems to current measures. © 2019 Society for Imaging Science and Technology.

关键词： Optical transfer function

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Automatic license plate recognition in difficult conditions — Technical report

Automatic license plate recognition in difficult conditions ...

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

作者： Petr Hurtik Marek Vajgl University of Ostrava Institute for Research and Applications of Fuzzy Modeling Ostrava Czech Republic

ISBN: (纸本)9781509049189

By a car license plate recognition, we mean a software system processing images and providing an alphanumeric transcription of car plates included in an image. We divide the task into four sub-tasks: license plate localization, license plate extraction, characters segmentation and characters recognition. All four sub-tasks are discussed in the context of standard approaches and own solution based on a chain of standard and soft computing image processing algorithms is presented. In this chain, the F-transform approximate pattern matching algorithm plays the crucial role. For the solution, we presented recognition ability for a dataset which includes 500 images with difficult conditions.

关键词： Automobiles Licenses Character recognition Cameras image segmentation image edge detection Transforms

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Parallel image dehazing algorithm based on GPU using fuzzy system and hybird evolution algorithm

Parallel image dehazing algorithm based on GPU using fuzzy s...

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ACIS International conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD)

作者： Che-Lun Hung Ren-You Yan Hsiao-Hsi Wang Department of Computer Science and Communication Engineering Providence University Taichung Taiwan Department of Computer Science and Information Management Providence University Taichung Taiwan

Haze is an atmospheric phenomenon that fogs the visibility of the scenes. Removing the haze has been an important issue in image processing technologies. Many image dehazing technologies with evolution algorithms have been proposed to remove the fog in the image. However, these algorithms usually are compute-intensive. In this paper, we propose a parallel hybrid evolution algorithm based on GPU to enhance the computational performance. In traditional evolution algorithms, the calculation of fitness function occupies the most of the computation time. In the proposed method, we implement this part on GPU by using CUDA framework to reduce the computational load. the experiment results show that the proposed method can remove the haze efficiently and successfully.

关键词： Graphics processing units Fuzzy systems Evolutionary computation Signal processing algorithms Algorithm design and analysis Genetic algorithms Entropy

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Parallel Implementation of Edge-Directed image Interpolation on a Graphics processing Unit

Parallel Implementation of Edge-Directed Image Interpolation...

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International conference on Parallel and Distributed systems (ICPADS)

作者： Jiaji Wu Tao Li Bormin Huang School of Electronic Engineering Xidian University Xi'an China Space Science and Engineering Center University of Wisconsin-Madison Madison USA

the edge-directed interpolation scheme is a non-iterative, orientation-adaptive method to enhance image resolution with better visual effect than conventional interpolation methods. It interpolates the missing pixels based on the covariance of a high-resolution image estimated from the covariance of the low-resolution image. In spite of the impressive performance, the computational complexity of covariance-based adaptation is significantly higher than that of the conventional linear interpolation algorithms. In this paper, we propose a GPU-based massively parallel version of the edge-directed interpolation scheme. A speedup of 61.7x can be achieved with respect to its single-threaded CPU counterpart in the host computer.

关键词： Interpolation Graphics processing unit Instruction sets image edge detection Streaming media Kernel Registers

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Medical Computer Vision: algorithms for Big Data 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Bjoern Menze Georg Langs Albert Montillo Michael Kelm Henning Müller Shaoting Zhang Weidong (Tom) Cai Dimitris Metaxas

ISBN: (数字)9783319139722

ISBN: (纸本)9783319139715

this book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision: algorithms for Big Data, MCV 2014, held in Cambridge, MA, USA, in September 2019, in conjunction with the 17th International conference on Medical image Computing and Computer-Assisted Intervention, MICCAI 2014. the one-day workshop aimed at exploring the use of modern computer vision technology and "big data" algorithms in tasks such as automatic segmentation and registration, localization of anatomical features and detection of anomalies emphasizing questions of harvesting, organizing and learning from large-scale medical imaging data sets and general-purpose automatic understanding of medical images. the 18 full and 1 short papers presented in this volume were carefully reviewed and selected from 30 submission.

关键词： image processing and Computer Vision Pattern Recognition User Interfaces and Human Computer Interaction Computer Graphics Simulation and Modeling

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Recent Challenges in Intelligent Information and Database systems 1

Recent Challenges in Intelligent Information and Database Sy...

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丛书名： Communications in Computer and Information Science

1000年

作者： Ngoc thanh Nguyen Krystian Wojtkiewicz Tokuro Matsuo Ford Lumban Gaol Yannis Manolopoulos Hamido Fujita Tzung-Pei Hong

ISBN: (数字)9789819658817

ISBN: (纸本)9789819658800

this three-volume set CCIS 2493 – 2495 constitutes the refereed proceedings of the 17th Asian conference on Recent Challenges in Intelligent Information and Database systems, ACIIDS 2025, held in Kitakyushu, Japan, during April 23-25, 2025. the 80 papers included in these proceedings were carefully reviewed and selected from 301 submissions. the papers are organized in the following topical sections: Volume I: Data Analysis and Signal processing; Development and Application of Large Language Models; Speech and Natural Language processing. Volume II: Artificial Intelligence in Multimedia Technologies; image and Video processing. Volume III: Machine Learning and Artificial Intelligence Applications; Intelligent Information systems and Advanced Problem-Solving algorithms.

关键词： Artificial Intelligence Computer systems Organization and Communication Networks Computer Imaging, Vision, Pattern Recognition and Graphics Computer Communication Networks Computer Applications

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Visual-inertial odometry algorithms on the base of thermal camera 5

Visual-inertial odometry algorithms on the base of thermal c...

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Data Science Session at the 5th International conference on Information Technology and Nanotechnology, DS-ITNT 2019

作者： Alekseev, A.P. Goshin, E.V. Davydov, N.S. Ivliev, N.A. Nikonorov, A.V. Image Processing Systems Institute of RAS Branch of the FSRC Crystallography and Photonics RAS Molodogvardejskaya street 151 Samara443001 Russia Samara National Research University Moskovskoe Shosse 34А Samara443086 Russia

A trajectory building based on a camera data is one of the most popular tasks in the field of machine vision. In particular, this task appears when it is necessary to navigate in the absence of signals from global navigation systems such as GLONASS and GPS. In this work, study of existing methods of visual odometry for the flight trajectory restoration by shooting an infrared camera of the thermal range were conducted. To improve the accuracy, it is proposed to use the data from inertial sensors. As a result, it is shown that the proposed solution allows to successfully solve the problem of trajectory reconstruction. © 2019 CEUR Workshop Proceedings.

关键词： Infrared devices

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Intelligent Information and Database systems 1

Intelligent Information and Database Systems

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丛书名： Lecture Notes in Computer Science

1000年

作者： Ngoc thanh Nguyen Krystian Wojtkiewicz Tokuro Matsuo Ford Lumban Gaol Yannis Manolopoulos Hamido Fujita Tzung-Pei Hong

ISBN: (数字)9789819660087

ISBN: (纸本)9789819660070

this two-volume proceedings, LNAI 15683 and LNAI 15684, constitutes the proceedings of the 17th Asian conference on Intelligent Information and Database systems, ACIIDS 2025, held in Kitakyushu, Japan, during April 23-25, 2025. the 56 full papers and presented in these two volumes were carefully reviewed and selected from 301 submissions. the papers are organized in the following topical sections: Part I: Data Mining, processing and Integration; Deep Learning Methods and Applications; Generative Models Applications; Intelligent Information systems and Problem-Solving algorithms. Part II: Games and Decision theories; image processing and Computer Vision; Intelligent Techniques in Optimization; Machine Learning Techniques and Applications.

关键词： Artificial Intelligence Computer Communication Networks Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Computer Applications

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Intelligent Information and Database systems 1

Intelligent Information and Database Systems

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丛书名： Lecture Notes in Computer Science

1000年

作者： Ngoc thanh Nguyen Krystian Wojtkiewicz Tokuro Matsuo Ford Lumban Gaol Yannis Manolopoulos Hamido Fujita Tzung-Pei Hong

ISBN: (数字)9789819660056

ISBN: (纸本)9789819660049

关键词： Artificial Intelligence Computer Communication Networks Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Computer Applications

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