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A Hypermedia-Based Design Image Database System Using a Perceptional Link Method

Yoshitaka Shibata, Manabu Fukuda, Michiaki Katsumoto
1996 Journal of Management Information Systems  
of typical design images by our user test group of designers.  ...  The Knowledge Agent THE TDIDS, SHOWN IN FIGURE 5, CONSISTS OF A NUMBER OF USER STATIONS, multimedia databases, and a knowledge agent distributed over an interconnected network consisting of multiple LANs  ... 
doi:10.1080/07421222.1996.11518132 fatcat:iekwcfuaefhpjfjnadm2vhmhg4

Content-Based Indexing and Retrieval Supported by Mobile Agent Technology [chapter]

Harald Kosch, Mario Döller, László Böszörményi
2001 Lecture Notes in Computer Science  
Here, the query is actually posed against the low-level feature vectors extracted from the multimedia object.  ...  Many mobile agent systems have been established. Some of these are Aglets [10], Mole [11] and Grasshoper [12] .  ...  The performance of the mobile agent solution depends on the database load, which depends itself to a great extent on the available free main memory.  ... 
doi:10.1007/3-540-44819-5_13 fatcat:xr3nyj277bdatfsdqhiwcy57ga

When crowdsourcing meets mobile sensing: a social network perspective

Pin-Yu Chen, Shin-Ming Cheng, Pai-Shun Ting, Chia-Wei Lien, Fu-Jen Chu
2015 IEEE Communications Magazine  
A prototype of social network inspired mobile multimedia and sensing application is presented for illustrative purpose.  ...  Mobile sensing is an emerging technology that utilizes agent-participatory data for decision making or state estimation, including multimedia applications.  ...  The rest of data samples are used to test the accuracy of crowdsourcing algorithms and the results are summaried in Table V -A.  ... 
doi:10.1109/mcom.2015.7295478 fatcat:si7irugt5zdu3f7yrt4h4e5xtq

User Modeling for Efficient Use of Multimedia Files [chapter]

Fan Lin, Liu Wenyin, Zheng Chen, Hongjiang Zhang, Tang Long
2001 Lecture Notes in Computer Science  
A user preference model describes the types and classes of the user's favorite multimedia files and helps an offline crawler to autonomously collect more useful multimedia files for the user.  ...  The algorithms have been implemented in our media agents system and shown their effectiveness in user modeling.  ...  Whether a multimedia file is of interest to the user depends on its semantic similarity to the user preferences models.  ... 
doi:10.1007/3-540-45453-5_24 fatcat:mzwgyfg54vcihdzz776fa6w3cm

Ubiquitous media agents: a framework for managing personally accumulated multimedia files

Liu Wenyin, Zheng Chen, Fan Lin, Hongjiang Zhang, Wei-Ying Ma
2003 Multimedia Systems  
A novel idea and framework of ubiquitous media agents is presented for managing personal multimedia objects. Media agents are intelligent systems that can autonomously do the following tasks.  ...  They automatically collect and build personalized semantic indices of multimedia data on behalf of the user whenever and wherever he accesses/uses these multimedia data.  ...  Whether a multimedia file is of interest to the user also depends on the semantic similarity between this media object and one of the user preference models.  ... 
doi:10.1007/s00530-003-0085-4 fatcat:tfjtipsy5rfzdfpsevxc4f5lei

A Multi-word-agent Autonomous Learning Model for Regulating Word Combination Strength

Jinfeng Yang, Guan Yi, Xishuang Dong
2015 International Journal of Multimedia and Ubiquitous Engineering  
First, words are viewed as B cells and antigens and are modeled as B cell word agents (BWA) and antigen word agents (AgWA); word combinative relations are viewed as recognitions between B cells.  ...  The model is constructed via Cellular Automation, and words are modeled as B cell word agents and as antigen word agents. The language network is then simulated as an immune network.  ...  The dependency Treebank is divided into a training set and a test set.  ... 
doi:10.14257/ijmue.2015.10.4.34 fatcat:kzqke7iztrcp5kq7zu755w7x4e

Automatic event-based indexing of multimedia content using a joint content-event model

Nikolaos Gkalelis, Vasileios Mezaris, Ioannis Kompatsiaris
2010 Proceedings of the 2nd ACM international workshop on Events in multimedia - EiMM '10  
The emphasis of the paper is on this mechanism, which uses trained concept detectors to represent content segments with model vectors, and the subclass discriminant analysis algorithm to derive a discriminant  ...  In this paper a joint content-event model for the automatic indexing of multimedia content with events is proposed.  ...  ., the existence of the events depends on the content they describe [9] , b) they provide little or no support for capturing the structure of multimedia content [3, 21, 15] .  ... 
doi:10.1145/1877937.1877943 dblp:conf/mm/GkalelisMK10 fatcat:5xiqrszxsncutn7fkonshthvsu

Deep Learning Model to Predict Postoperative Visual Acuity from Preoperative Multimedia Ophthalmic Data

Ryo Otsuki, Osamu Sugiyama, Yuki Mori, Masahiro Miyake, Shusuke Hiragi, Goshiro Yamamoto, Luciano Santos, Yuta Nakanishi, Yoshikatsu Hosoda, Hiroshi Tamura, Shigemi Matsumoto, Akitaka Tsujikawa (+1 others)
2020 Advanced Biomedical Engineering  
The model was tested by comparing mean square errors (MSE) between actual and predicted visual acuity obtained from input of image data alone, input of patient pro le data alone, and input of both types  ...  Common treatments include intravitreal injection of anti-vascular endothelial growth factor agents such as a ibercept.  ...  Multimedia data may include multiple features that differ widely depending on the data type. If a prediction model is created without considering such differences, its accuracy may decrease.  ... 
doi:10.14326/abe.9.241 fatcat:qnwob2qlmvfebcfz2beh3ngznq

Introduction to the special issue on multimedia intelligent services and technologies

Zhiwen Yu, Artur Lugmayr, Konstantinos Chorianopoulos, Tao Mei
2010 Multimedia Systems  
detection agent, and a user-centric automatic mobile multimedia recommender agent.  ...  It combines vector space model and category hierarchy model and leverages the advantages of both the methods.  ... 
doi:10.1007/s00530-010-0198-5 fatcat:w6d74qgorbgrnnh3t7um4abxx4

The developmental approach to multimedia speech learning

Juyang Weng, Yong-Beom Lee, C.H. Evans
1999 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)  
The developmental algorithm enables the system to learn new tasks without a need of reprogramming. Some experimental results for AAlearning using our developmental algorithm are presented.  ...  The current number of levels is determined automatically based on the maturation schedule of the developmental algorithm which depends on the experience of the agent as well as its virtual age R .  ...  It is known that the waveform and Cepstrum coefficient vectors of "o" and "u" are close.  ... 
doi:10.1109/icassp.1999.757495 dblp:conf/icassp/WengLE99 fatcat:ebt3sr2h2nbuxph63x5rmlyzi4

An Adaptive Course Materials Selection into a Multi-agent based e-Learning System

Vanco Cabukovski, Roman Golubovski
2016 International Journal of Computer Applications  
An integrated Intelligent Agent-Based University Information System (IABUIS) is successfully implemented at the Faculty of Natural Sciences and Mathematics with the University Ss.  ...  An AeLS (Adaptive e-Learning System) within it, attempts to propagate faster individual learning curves by employing agent-based system consisted of agent-based algorithms for adaptive interaction with  ...  This means that a test can be viewed as an n-dimensional vector of tasks T=(t 1 , ..., t n ), and the solution of the test as an n-dimensional vector of results R=(r 1 , ..., r n ), where r i {0,1} and  ... 
doi:10.5120/ijca2016910401 fatcat:qmcetcxrerd5nf7pfmp4zg73se

Turmeric Rhizome's Colour, Size and Edge based Approach for Identification of Variety

Manjula R Chougala, Ramachandra A C
2021 Zenodo  
Different types of turmeric exhibit diverse physical and morphological properties.  ...  This paper presents an approach where the turmeric rhizomes are identified and classified based on its features such as colour, shape and size.  ...  A new vector ordering process in they used RGB colour space and defined the vector of an image and ordering is done to analyse the noise in the image.  ... 
doi:10.5281/zenodo.4478327 fatcat:rm6v22jrbvblzptj6sjbkg3fjq

Towards Automatic Classification of 3-D Museum Artifacts Using Ontological Concepts [chapter]

Simon Goodall, Paul Lewis, Kirk Martinez
2005 Lecture Notes in Computer Science  
The development and use of content-based retrieval techniques for 3-D models is a relatively new departure in multimedia retrieval.  ...  We have extended our existing multimedia museum information system to support content-, metadata-and concept-based retrieval of 3-D models of museum artifacts and in this paper we describe a "classifier  ...  Schmitt and Tony Tung of ENST, Paris, Christian Lahanier of C2RMF, James Stevenson and Rachel Coates of the V&A museum, Joseph Padfield of the National Gallery, Raffaela Rimaboschi of the Uffizi and Jean-Pierre  ... 
doi:10.1007/11526346_47 fatcat:h6l7x3d2wba3xablypf6p5gv5u

Multimedia recommendation system using Adaptive Resonance Theory neural model for digital storytelling

Ju-Youn Park, Woo-Ri Ko, Jong-Hwan Kim
2016 2016 International Joint Conference on Neural Networks (IJCNN)  
For this purpose, we propose a multimedia recommendation system for software agents of smart devices to select multimedia that is appropriate to the given situation in storytelling to users or interacting  ...  story telling agents to share their stories with users using digital multimedia in an effective way.  ...  Fig. 7 :Fig. 8 : 78 The snapshots of the android smartphone application for testing the multimedia recommendation system. The grid maps of each trained network.  ... 
doi:10.1109/ijcnn.2016.7727601 dblp:conf/ijcnn/ParkKK16 fatcat:vyfyfokwovbwlauvwvancxnpii

An experimental multimedia system allowing 3-D visualization and eye-controlled interaction without user-worn devices

S. Pastoor, Jin Liu, S. Renault
1999 IEEE transactions on multimedia  
In this paper, a new kind of human-computer interface allowing three-dimensional (3-D) visualization of multimedia objects and eye-controlled interaction is proposed.  ...  The paper reviews the system's key components and outlines various applications implemented for user testing.  ...  ACKNOWLEDGMENT The authors gratefully acknowledge the cooperation of the 3-D Displays Group at HHI. The authors are exclusively responsible for the contents of this paper.  ... 
doi:10.1109/6046.748170 fatcat:etnqixph4fcmxbaefut7ke56ie
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