发布求助
文献互助 智能选刊 最新文献

2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)最新文献

筛选
英文 中文
History and biomedical applications of digital signal and image processing 数字信号和图像处理的历史和生物医学应用
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008816
A. Procházka, O. Vysata
{"title":"History and biomedical applications of digital signal and image processing","authors":"A. Procházka, O. Vysata","doi":"10.1109/IWCIM.2014.7008816","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008816","url":null,"abstract":"The paper presents in its initial part historical notes to the development of digital signal and image processing methods. The following case studies are devoted to their application in biomedicine and they include the use of computational intelligence in EEG and EMG signal processing, image segmentation and registration in orthodontia, the human-machine interaction and the three-dimensional modelling using MS Kinect in diagnostics and treatment of human motion disorders and neurological diseases. Associated comments include remarks and references to the development of modern computational tools, biosensors, wireless communication and data fusion used in assistive technologies and robotic systems. Mathematical tools common to all these applications form the next part of the paper that includes notes to spectral analysis, functional transforms, digital filtering, image enhancement, classification of multi-dimensional signal components and optimization using neural networks. Final remarks emphasize the interdisciplinary significance of the digital signal processing forming the integrating basis of many diverse research areas.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128423495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
3D and 2D face recognition based on image segmentation 基于图像分割的三维和二维人脸识别
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008800
M. Belahcene, A. Chouchane, M. Amin Benatia, M. Halitim
{"title":"3D and 2D face recognition based on image segmentation","authors":"M. Belahcene, A. Chouchane, M. Amin Benatia, M. Halitim","doi":"10.1109/IWCIM.2014.7008800","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008800","url":null,"abstract":"In this paper we propose a framework for 3D Face Recognition System (3DFRS) using segmentation by grouping of regions of facial images before and after fusion of two modalities (color and depth images). Firstly, the detection of face region is based on the localization of nose tip and integral projection curves. Then, the features resulting from Principle Component Analyses (PCA) followed by Enhanced Fisher Model (EFM) are extracted. Finally, the classification process is performed with two methods, distance measurement L3 and Support Vector Machine (SVM). Experiments are performed on the CASIA3D face database which contains 123 persons under varying illumination and expression. We have tried to examine all the variants associated with our algorithms in order to optimize the maximum our recognition system. The promising results of the experimental evaluation show that our proposed approach achieves a high recognition performance.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132973371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A generic ontology for CBR-based recommender systems 基于cbr的推荐系统的通用本体
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008796
Jihane Karim, Marie-Aude Aufaure, Raja Chiky, M. Manceny
{"title":"A generic ontology for CBR-based recommender systems","authors":"Jihane Karim, Marie-Aude Aufaure, Raja Chiky, M. Manceny","doi":"10.1109/IWCIM.2014.7008796","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008796","url":null,"abstract":"The main idea behind the Case-Based Reasoning (CBR) paradigm is to solve new problems by reusing the records of previous similar experiences. Our objective is to design a domain-independent hybrid recommender engine that combines collaborative filtering and CBR in order to generate more accurate and personalized recommendations. Integrating CBR in our recommender system will allow adapting items or creating new ones when there exists no item that meets the needs or the preferences of the user. To ensure the relevancy of the recommendations, it is worthwhile using the general knowledge of the application domain during the different steps of the reasoning process. Since one of our main objectives is to implement a generic and domain-independent recommender system, we propose a reasoning approach based on a generic ontology that provides a top level description of the case structure and the knowledge requirements to execute the CBR steps using common recommendation formalism.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130604363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Classification of the vélib stations using Kmeans, Dynamic Time Wraping and DBA averaging method 采用Kmeans、动态时间包裹法和DBA平均法对vsamlib站进行分类
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008802
Yousra Chabchoub, C. Fricker
{"title":"Classification of the vélib stations using Kmeans, Dynamic Time Wraping and DBA averaging method","authors":"Yousra Chabchoub, C. Fricker","doi":"10.1109/IWCIM.2014.7008802","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008802","url":null,"abstract":"The Bike Sharing System (BSS) has become a more and more popular means of transport in Paris and in many other cities around the world. It is also generating an increasingly huge amount of data describing users trips. Such datasets may be very useful for the data mining community in order to improve the global performance of the BSS. In this paper, we focus on the resources availability (free docks and available bikes) in the Parisian BSS called Velib'. We analyze a Velib' trip dataset in order to separate the Velib' stations into three categories (balanced, overloaded and underloaded clusters), according to the ratio between arrivals and departures relative to each station, during the whole day. For this purpose, we use the well known Kmeans clustering algorithm, along with the Dynamic Time Wraping (DTW) metric to measure the similarity between the clusters. We choose to update the centers of the clusters using the efficient Dtw Barycenter Averaging (DBA) method.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124041615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Accountability for data protection 保障资料的责任
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008804
M. Sellami, J. Royer, Walid Benghabrit
{"title":"Accountability for data protection","authors":"M. Sellami, J. Royer, Walid Benghabrit","doi":"10.1109/IWCIM.2014.7008804","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008804","url":null,"abstract":"Guarantees on the fair-use of provided or collected personal data is central to consumers while using on-line services. Also, service providers have to provide such guarantees to be in-line with current legislation in data protection and to promote their offered services. In this paper, we introduce the concept of accountability as a solution to data protection. We describe preliminary work around an accountability framework, in which we consider the accountability from the design time by providing design principles for accountable services, and an abstract language to describe accountability policies.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115572077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Registration and restoration of Adaptive-Optics corrected retinal images 自适应光学校正视网膜图像的配准与恢复
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008815
L. Blanco, L. Mugnier, A. Bonnefois, M. Pâques
{"title":"Registration and restoration of Adaptive-Optics corrected retinal images","authors":"L. Blanco, L. Mugnier, A. Bonnefois, M. Pâques","doi":"10.1109/IWCIM.2014.7008815","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008815","url":null,"abstract":"Raw individual Adaptive-Optics-corrected flood-illuminated retinal images are usually quite noisy because of safety flux limitations. These flood-illuminated images are also of poor contrast. Interpretation of such images is therefore difficult without an appropriate post-processing, which typically includes the registration of the recorded image stack into a mosaic image and the restoration of the latter.We have developed an image registration method in a MAP framework, based on previous work in astronomical imaging, and tailored for the specifics of retinal imaging, more precisely to the fact that the illumination of the retina and the transmission of the instrument is non-homogeneous, which makes conventional registration methods likely to fail. The mosaic image must then be deconvolved in order to visually restore the high-resolution brought by adaptive optics. To this aim, we perform an unsupervised myopic deconvolution that takes into account the 3D nature of the object being imaged. We successfully apply this whole processing chain to experimental in vivo images of retinal vessels.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116733735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Registration and analysis of retinal images for diagnosis and treatment monitoring 视网膜图像的配准和分析，用于诊断和治疗监测
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008817
A. Procházka, O. Vysata, J. Vavrycukova, P. Cejnar, Z. Pavelek, Lenka Lhotska
{"title":"Registration and analysis of retinal images for diagnosis and treatment monitoring","authors":"A. Procházka, O. Vysata, J. Vavrycukova, P. Cejnar, Z. Pavelek, Lenka Lhotska","doi":"10.1109/IWCIM.2014.7008817","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008817","url":null,"abstract":"The paper presents in its initial part fundamental mathematical tools for analysis of retinal images using methods of digital signal processing and enhancement and methods for their registration to monitor changes during the treatment. Blood vessel trees are then extracted to analyse their specific structures to find retina disorders. The proposed graphical user interface is then used for analysis and monitoring of the set of 20 patients observed during the treatment using the optical coherence tomography. Features obtained are then analysed using selected statistical methods to compare features obtained and to propose the method for classification of healthy and diseased patients. The accuracy achieved was 79 %.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125049077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Lossy compression of hyperspectral images using online learning based sparse coding 基于在线学习的稀疏编码的高光谱图像有损压缩
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008809
Irem Ulku, B. U. Toreyin
{"title":"Lossy compression of hyperspectral images using online learning based sparse coding","authors":"Irem Ulku, B. U. Toreyin","doi":"10.1109/IWCIM.2014.7008809","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008809","url":null,"abstract":"A lossy hyperspectral image compression method is proposed using online learning based sparse coding. The least number of coefficients are obtained to represent hyperspectral images by applying the sparse coding algorithm which is based on a dicriminative online dictionary learning method. Results indicate that a pre-analysis of the number of non-zero dictionary elements may help in improving the overall compression quality.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128701609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Towards targeted open data interlinking 实现有针对性的开放数据互联
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008810
Yassine Mrabet, F. Hamdi, Elisabeth Métais
{"title":"Towards targeted open data interlinking","authors":"Yassine Mrabet, F. Hamdi, Elisabeth Métais","doi":"10.1109/IWCIM.2014.7008810","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008810","url":null,"abstract":"Several challenges face the interlinking of large RDF datasets. Perhaps some of the most salient are the polysemy of natural language labels and the lack of reference anchors or starting points. In this paper we propose a novel interlinking method, called TERA, driven by text annotation. The proposed method consists in annotating the same textual context with two different datasets and comparing the selected RDF resources. We discuss the adequacy of the annotation methods with this particular task and evaluate the precision of the interlinking method in preliminary experiments.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"323 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132169345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HETA: Hadoop environment for text analysis HETA:用于文本分析的Hadoop环境
2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Pub Date : 2014-11-01 DOI: 10.1109/IWCIM.2014.7008803
Vincent Nicolas, Alzennyr da Silva, M. Picard
{"title":"HETA: Hadoop environment for text analysis","authors":"Vincent Nicolas, Alzennyr da Silva, M. Picard","doi":"10.1109/IWCIM.2014.7008803","DOIUrl":"https://doi.org/10.1109/IWCIM.2014.7008803","url":null,"abstract":"As a leading energy player, EDF (Électricité de France) actively works on new techniques to better understand customers' voice. In order to process unstructured and semi-structured massive text data, we have developed HETA, an application based on open source solutions which offers different text processing steps (document engineering, text analysis, clustering and visualization) on top of Hadoop. It is based on Mahout and uses sigma.js library for the visualization of the results as interactive graphs. HETA presents an ergonomic Web interface and is able to analyze any kind of unstructured (blog comments) and semi-structured (tweets, articles, etc.) massive text data. Being a modular and extensible application, HETA can be easily enhanced with the addition of advanced text mining methods.","PeriodicalId":337627,"journal":{"name":"2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132197629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信
小红书