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An Improved K-view Algorithm for Texture Classification Using Voting Method

Changwang Liu, Jianfang Wang, Zhidu Liu, Anfeng Xu, Yihua Lan
2014 Open Automation and Control Systems Journal  
Image texture classification is widely used in many applications, such as detection of industry product, document class, and digital image processing of remote sensing and so on.  ...  Several K-View based algorithms have been proposed for image texture classification. This study proposed an improved k-view algorithm for texture classification using voting method.  ...  Since the image regions usually take on texture characteristics, the different image regions may be recognized by using texture, therefore, the technique related to texture image classification are used  ... 
doi:10.2174/1874444301406012018 fatcat:q3wv6abbbfhjzlzusu2jgt3w6u

Boundary Refined Texture Segmentation Based on K-Views and Datagram Methods

Enmin Song, Renchao Jin, Chih-Cheng Hung, Yu Luo, Xiangyang Xu
2007 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing  
We propose a new texture segmentation algorithm to improve the segmentation of boundary areas in the image.  ...  The first step is to apply the K-View-datagram segmentation method to the image to obtain an initial segmentation; the second step is to find a boundary set which includes the pixels with high probabilities  ...  Yang and Hung [16] developed the datagram concept and proposed an algorithm using datagrams for texture classification.  ... 
doi:10.1109/ciisp.2007.369287 fatcat:jj7mxmrdk5g3jh7jvc5g2qzyby

Towards augmenting ambient systems networks and technologies

Haroon Malik, Ansar-Ul-Haque Yasar, Elhadi M. Shakshuki
2018 Journal of Ambient Intelligence and Humanized Computing  
Texture features are extracted and used in classification using SVM with linear kernel. The proposed method is evaluated for normal-walk, carrying-bag and wearing-coat scenarios.  ...  The CoAP protocol is lightweight and capable of running in resource constrained devices and networks and can be secured using Datagram Transport Layer Security (DTLS).  ...  Texture features are extracted and used in classification using SVM with linear kernel. The proposed method is evaluated for normal-walk, carrying-bag and wearing-coat scenarios.  ... 
doi:10.1007/s12652-018-0727-1 fatcat:72b2zevltnbnrkdcplcjznfv7y

Toward cinematizing our daily lives

Hansung Kim, Ryuuki Sakamoto, Itaru Kitahara, Tomoji Toriyama, Kiyoshi Kogure
2009 Multimedia tools and applications  
The proposed system reconstructs a visual hull from acquired multiple videos and then generates final videos from the model by referring to the camera shots used in film-making.  ...  By using a virtual camera control system, even non-experts can easily convert the 3D model to movies that look as if they were created by experienced filmmakers.  ...  Each capturing PC extracts the silhouettes of objects and sends silhouette masks and texture information by UDP (User Datagram Protocol) to the modeling PC.  ... 
doi:10.1007/s11042-009-0274-z fatcat:mseawi4y3vbbznagk5vjvmx5tu

Dynamic adaptive mesh streaming for real-time 3D teleimmersion

Simon Crowle, Alexandros Doumanoglou, Benjamin Poussard, Michael Boniface, Dimitrios Zarpalas, Petros Daras
2015 Proceedings of the 20th International Conference on 3D Web Technology - Web3D '15  
A significant optimisation of the delivery of FBR content has been achieved through the realtime compression and de-compression of 3D geometry and textures.  ...  Our rule-based adaptation strategy uses network performance sampling processes and a configurable rule engine to dynamically alter the compression of FBR reconstruction on-the-fly.  ...  Finally, a TI system utilizing image-based representation with intermediate views being interpolated in the capture site and compressed using standard video coding is presented in [Dai and Yang 2013 ]  ... 
doi:10.1145/2775292.2775296 dblp:conf/vrml/CrowleDPBZD15 fatcat:h3mujxfuoffzzfg3mllqaaf5ni

Research on Urban Renewal Public Space Design Based on Convolutional Neural Network Model

Jixin Wan, Huosai Shi, Jian Su
2021 Security and Communication Networks  
By establishing a database of urban space cases, machine learning algorithms and deep learning algorithms can be used to train computers to learn how to design urban spaces.  ...  layout of urban space and uses the northern extension of the central green axis of the city as an application case to confirm its feasibility in order to seek a set of artificial intelligence-based urban  ...  based on point, line, and traditional vision, using a variety of machine learning surface, street view data based on grid image, and language methods to measure and count various visual elements  ... 
doi:10.1155/2021/9504188 fatcat:jx23dno5ljapfj6gly52ykra2y

Seabed habitat mapping employing single and multi-beam backscatter data: A case study from the western continental shelf of India

K. Haris, Bishwajit Chakraborty, Baban Ingole, Andrew Menezes, Ratan Srivastava
2012 Continental Shelf Research  
of sediment texture and benthic macro-fauna along the central part of the western continental shelf of India (off Goa).  ...  Acoustic backscatter from multi-beam echo-sounder (MBES) and dual-frequency single-beam echosounding systems (SBES) operable at 95 kHz and 33/210 kHz, respectively, were used to study the distribution  ...  Jonathan Sharples, editor, and two anonymous reviewers of CSR for their meticulous suggestions to improve the clarity of this manuscript.  ... 
doi:10.1016/j.csr.2012.08.010 fatcat:agptoc3c7zft3c572hsc7etvte

Fractional Calculus In Image Processing: A Review [article]

Qi Yang, Dali Chen, Tiebiao Zhao, YangQuan Chen
2016 arXiv   pre-print
encryption, image compression and image restoration.  ...  Not surprisingly, many fractional-order based methods have been used in image processing field.  ...  L2014082 and China Scholarship Council.  ... 
arXiv:1608.03240v1 fatcat:jhjk7h7c5zhabfobmbqak5r3qu

Parallel Rendering and Large Data Visualization [article]

Stefan Eilemann
2019 arXiv   pre-print
Applications built using our framework enable domain scientists and large data engineers to better extract meaning from their data, making it feasible to explore more data and enabling the use of high-fidelity  ...  While large scale analysis and simulations have received significant attention for cloud and high-performance computing, software to efficiently visualise large data sets is struggling to keep up.  ...  These preconditioning steps exploit typical characteristics of image data for run-length encoding.  ... 
arXiv:1902.08755v1 fatcat:5y3szzjblrakvnryvxrugpzewe

Quality of Experience for 3-D Immersive Media Streaming

Alexandros Doumanoglou, David Griffin, Javier Serrano, Nikolaos Zioulis, Truong Khoa Phan, David Jimenez, Dimitrios Zarpalas, Federico Alvarez, Miguel Rio, Petros Daras
2018 IEEE transactions on broadcasting  
The visual quality of 3-D media is affected by geometry and texture parameters while the temporal aspects of smooth movement and synchronization are affected by lag introduced by network transmission effects  ...  and predicting user experience of these new forms of content.  ...  The depth information is fused into a watertight 3D mesh comprised of vertices, normals and triangles. The geometry is then textured using the corresponding color images.  ... 
doi:10.1109/tbc.2018.2823909 fatcat:kvaoxgemrvh4vnc32se3su7nfe

Adaptive vehicle extraction in real-time traffic video monitoring based on the fusion of multi-objective particle swarm optimization algorithm

Shijun Yu, Shejun Deng
2018 EURASIP Journal on Image and Video Processing  
In the algorithm, the information entropy in the target area and the symmetry characteristics of the vehicle tail are used to screen and identify the region of interest, which has reduced the missed detection  ...  Simple and effective method is used to carry out the merger of the shadow line and the extraction of the real-time traffic video.  ...  Acknowledgements The authors thank the editor and anonymous reviewers for their helpful comments and valuable suggestions.  ... 
doi:10.1186/s13640-018-0381-8 pmid:30613203 pmcid:PMC6297253 fatcat:6k3nvipalba75pbpvh2jsj7noq

Hybrid video quality prediction: reviewing video quality measurement for widening application scope

Marcus Barkowsky, Iñigo Sedano, Kjell Brunnström, Mikołaj Leszczuk, Nicolas Staelens
2014 Multimedia tools and applications  
The paper continues with a review of some standardized and well-known video quality measurement algorithms that are meant for a wide range of applications, thus have a larger scope.  ...  This paper lists several perceptual artifacts that may be computationally measured in an isolated algorithm and some of the modeling approaches that have been proposed to predict the resulting quality  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s)  ... 
doi:10.1007/s11042-014-1978-2 fatcat:o5kco4svbjgc5mz5swpewdfzkq

Benthic habitat mapping on the Scotian Shelf based on multibeam bathymetry, surficial geology and sea floor photographs

VE Kostylev, BJ Todd, GBJ Fader, RC Courtney, GDM Cameron, RA Pickrill
2001 Marine Ecology Progress Series  
This study highlights the utility of multibeam bathymetric sonar for interpretation of sea floor sediments and for extrapolating benthic habitat characteristics across large areas of sea floor.  ...  Based on sea floor sediment maps and statistical analysis of megabenthos determined from photographs, 6 habitats and corresponding associations of benthos were derived and mapped.  ...  We would like to thank the Masters and crews of the CCGS 'Frederick G. Creed' and the CCGS 'Hudson' for making the geoscientific data collection such a success. G.  ... 
doi:10.3354/meps219121 fatcat:3vtasdeerzbzzj6yibjebsayq4

D4.1 Architecture and Services Specifications report

Stavros Tekes, George Efthimiou, Niki Papadatou
2022 Zenodo  
This document defines the set of techniques and technologies that they are considered to be the most appropriate in order to produce the system architecture and design as well as provides the specifications  ...  The aim of this deliverable is to define the system architecture, the software and hardware requirements, the integration of the various components as well as the services specifications.  ...  of the images, ii. the supervised classifier's training, and iii. to provide the classification decisions.  ... 
doi:10.5281/zenodo.6121914 fatcat:7bucmexg7rglllm3rfn2grz6ka

Computer and Information Science, Vol. 1, No. 4, November 2008, all in one file

Editor CIS
2008 Computer and Information Science  
certain characteristics, such as: points, lines, and so on the edge and use characteristics of this template for the match in the second image in the search.  ...  The texture is a distinct character in the road image. The road texture is relatively single and the arrangement is ordered, but the texture of the environment is disorderly and unsystematic.  ...  ., for example, two characteristics of Narrow pulse signal pulse :the trans form of signal excitation is single short pulse shape leading edge, and spectrum include regions from direct current to microwave  ... 
doi:10.5539/cis.v1n4p0 fatcat:j5oetg3ex5fxboaobvd3erc6tu
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