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检索条件"任意字段=Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition"

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DEEP LEARNING APPROACH FOR KARNATAKA SNACKS recognition 11

DEEP LEARNING APPROACH FOR KARNATAKA SNACKS RECOGNITION

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11th IEEE international conference on Cloud computing in Emerging Markets, CCEM 2023

作者： Yaamini, H.S. Gowri Swathi, K.J. Sindhu, H.R. Vidya, K. Manohar, N. Jipeng, Tian Department of Computer Science School of Computing Mysuru Amrita Vishwa Vidyapeetham India Computer Science College Zhongyuan University of Technology Henan Province Zhengzhou China

ISBN: (纸本)9798350360059

Food being an inseparable part of human's life, it is difficult for people to recognize and to find the recipe of traditional snacks descended by their ancestors. In this paper, a food recognition system is proposed where it recognizes the specific Karnataka snack inclusive of challenges like inter-class similarities, intra-class dissimilarities, diverse background, noise, and etc. using ResNet50 transfer learning model which has achieved a training accuracy of 99.8% and testing accuracy of 94.5%. Karnataka snacks are prepared through similar techniques which makes identification based on texture, color and pattern more challenging as well as the use of artificial intelligence techniques in recognizing snacks originated in Karnataka region needs exploration. the dataset consists of twelve classes with 150 images in each has been collected manually from various platforms. ©2023 IEEE.

关键词： Convolutional neural networks

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Artificial Intelligence and Soft computing 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Leszek Rutkowski Marcin Korytkowski Rafał Scherer Ryszard Tadeusiewicz Lotfi A. Zadeh Jacek M. Zurada

ISBN: (数字)9783642386107

ISBN: (纸本)9783642386091

the two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th international conference on Artificial Intelligence and Soft computing, ICAISC 2013, held in Zakopane, Poland in June 2013. the 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. the 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence.

关键词： Artificial Intelligence Information Systems Applications (incl. Internet) Computation by Abstract Devices Database Management Information Storage and Retrieval Computer Imaging, Vision, pattern recognition and Graphics

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Information, Communication and computing Technology 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Jemal Abawajy João Manuel R.S. Tavares Latika Kharb Deepak Chahal Ali Bou Nassif

ISBN: (数字)9783031438387

ISBN: (纸本)9783031438370

this book constitutes the refereed proceedings of the 8th international conference on Information, Communication and computing Technology, ICICCT 2023, held in New Delhi, India, during May 27, 2023.;the 14 full papers included in this book were carefully reviewed and selected from 60 submissions. they were organized in topical sections as follows: global platform for researchers, scientists and practitioners from both academia and industry to present their research and development activities in all the aspects of pattern recognition and computational Intelligence techniques.

关键词： Computer Systems Organization and Communication Networks Artificial Intelligence Computer Communication Networks Data Mining and Knowledge Discovery Computer Imaging, Vision, pattern recognition and Graphics

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Palm Vein Age and Gender Estimation Using Center Symmetric-Local Binary pattern 12th

Palm Vein Age and Gender Estimation Using Center Symmetric-L...

引用

international Joint conference: 12th international conference on Computational Intelligence in Security for Information Systems, CISIS 2019 and 10th international conference on European Transnational Education, ICEUTE 2019

作者： Damak, Wafa Trabelsi, Randa Boukhris Masmoudi, Alima Damak Sellami, Dorra University of Sfax Sfax Engineering School Sfax Tunisia

ISBN: (纸本)9783030200046

Many investigations on hand veins modality have been done in the literature for identification and recognition systems. However, researches on age and gender estimation by hand veins are very limited and very preliminary. Our contribution in this paper is to propose a system able to estimate the age and the gender of a person from its hand veins. Accordingly, we are interested in studying the discriminating features for the prediction of a person’s age and gender. In fact, hand vein images are very rich in orientation and contour characteristics and they are faced with poor quality and illumination variation. Hence, we investigate texture analysis invariant to illumination as well as venous pattern gradient information determination by Center Symmetric-Local Binary patterns (CSLBP) descriptor. Since Region Of Interest (ROI) extraction is important in a biometric system, we aim to cover the whole informative region of hand veins by our dynamic ROI extraction method. Our experimental study is based on palm vein VERA database. As considered database has a class imbalance problem, we remediate this problem by using Weighted K-Nearest Neighbor (WKNN). the obtained performance metrics demonstrate the effectiveness of our proposed system for gender classification and age estimation respectively: 95.8% and 94.2% for F-measure, 95.9% and 94.4% for G-mean. © 2020, Springer Nature Switzerland AG.

关键词： Extraction

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8th international conference on Soft computing: theories and Applications, SoCTA 2023

8th International Conference on Soft Computing: Theories and...

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8th international conference on Soft computing: theories and Applications, SoCTA 2023

ISBN: (纸本)9789811998577

the proceedings contain 80 papers. the special focus in this conference is on Soft computing: theories and Applications. the topics include: Machine Learning: An Analytical Approach for pattern Detection in Diabetes;a Dynamic Weighted Federated Learning for Android Malware Classification;entropy Measure for the Linguistic q-Rung Orthopair Fuzzy Set;empirical Analysis of Unsupervised Link Prediction Algorithms in Weighted Networks;detection of Fraudulent Credit Card Transactions Using Deep Neural Network;recommendation System and Its Techniques in Machine Learning: A Survey;approximation of Signal Belongs to W′(Lp, ξ(t) ) Class by Generalized Nörlund-Cesáro Product Means;dignet: A Deep Learning-Based Efficient Digit recognition System;implementation of Artificial Neural Network for Demanufacturing Operation in the Rail Industry;Voice Command Automation System (VCAS) for Controlling Electrical Devices Using Arduino;turing Machines Behind the Horizon: Modeling Black Hole Interiors as Transfinite Limited Turing Machines;a Review on Deep Learning-Enabled Healthcare Prediction Technique: An Emerging Digital Governance Approach;evaluation of Deep Learning Technique on Working Model of Self-driving Car—A Review;analysis of the Distractions in Youth Due to Social Media and the Effects on their Concentration Abilities;the Intervention of Technology in Education Under Isolation: Intuitions from Covid;analysis of Bao-Zhou-Chen-Liu’s Hybrid Chaotic System;identification of Skin Lesion with Adaptive Tasmanian Devil Optimization-Based Transfer Learning;Synchronization of MLS Chaotic System Using Sliding Mode Control Technique;performance Analysis of User Behavior pattern Mining Using Web Log Database for User Identification;diversified Recommendation Generation Using Graph Convolution Neural Network;an Imperfect Production System for Non-instantaneous Deteriorating Goods with Preservation Technology Under Cap-and-Trade Policy;Human Activity recognition Using a Hybrid Dilated CNN a

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Artificial Intelligence and Soft computing: 12th international conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, proceedings, Part I 1

引用

丛书名： Lecture Notes in Computer Science 7894

2013年

作者： Yoichi Hayashi (auth.), Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada (eds.)

ISBN: (数字)9783642386589

ISBN: (纸本)9783642386572;9783642386589

the two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th international conference on Artificial Intelligence and Soft computing, ICAISC 2013, held in Zakopane, Poland in June 2013. the 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. the 57 papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; pattern classification; and computer vision, image and speech analysis.

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A survey: Soft computing in intelligent information retrieval systems

A survey: Soft computing in intelligent information retrieva...

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12th international conference on Computational Science and Its Applications, ICCSA 2012

作者： Ahmad, Mohd Wazih Ansari, M.A. Department of Computer Engineering JMI New Delhi India Department of Electrical Engineering School of Engineering GBU Greater Noida UP India

ISBN: (纸本)9780769547107

this paper provides an in-depth survey of challenges in the design of intelligent information retrieval systems, pointing out some similarities and differences in the core data mining and web based search operations. the procedures for evaluation of search engine performance and implicit feedback of the user with respect to a search result are studied with references to the different algorithms. We have proposed a novel neural satisfaction based feedback vector in contrast to the existing activity pattern based feedback as a future research direction in Intelligent IR. We addressed the select research work in the area of soft information retrieval using fuzzy sets, artificial neural networks, genetic algorithms and probabilistic information retrieval. As an instance of information retrieval, web mining is a set of operations to retrieve relevant documents from preprocessed, crawled and indexed web, and it can be categorized into more specialized tasks of web content mining, web structure mining and web usage mining. We have given a survey of the important reviews on topic of web mining and its associated tasks. On the basis of Identified challenges in information retrieval in general, and web mining in particular, we have concentrated on applicability of soft computing techniques and their hybrids in web mining, the performance related issues of select solutions, future of web mining and the next generation user's expectations from a search engine. © 2012 IEEE.

关键词： Surveys

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Soft computing and Its Engineering Applications 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： Kanubhai K. Patel Atul Patel KC Santosh Ashish Ghosh

ISBN: (数字)9783031537318

ISBN: (纸本)9783031537301

the two-volume proceedings constitutes the refereed proceedings of the 5th international conference on Soft computing and its Engineering Applications, icSoftComp 2023, held in Changa, Anand, India, in December 2023.;the 42 full papers and 2 short papers included in this book were carefully reviewed and selected from 351 submissions. they are organized in topical sections as follows:;Volume number 2020: theory and Methods; Systems and Applications;Volume number 2031: Systems and Applications; Hybrid Techniques.

关键词： Artificial Intelligence Computer Communication Networks Computer Imaging, Vision, pattern recognition and Graphics Data Mining and Knowledge Discovery Computer Applications

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Soft computing and Its Engineering Applications 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Kanubhai K. Patel Atul Patel KC Santosh Ashish Ghosh

ISBN: (数字)9783031537288

ISBN: (纸本)9783031537271

关键词： Artificial Intelligence Computer Communication Networks Computer Imaging, Vision, pattern recognition and Graphics Data Mining and Knowledge Discovery Computer Applications

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How to track efficiently piecewise curved contours with a view to reconstructing 3D objects

How to track efficiently piecewise curved contours with a vi...

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international conference on pattern recognition

作者： M.-O. Berger Campus scientifique INRIA Lorraine/CRIN-CNRS Campus scientifique Vandoeuvre-les-Nancy France

this paper addresses the problem of rigid and nonpolyhedral object tracking in complex environments without a priori knowledge neither on objects nor on the camera motion. the key of our approach is to propose a robust curve based tracking algorithm founded on an iterative registration method and exploiting our rigid snake model. In order to ensure the convergence of the tracking process, we then present supervision strategies we have developed to control both the prediction step and the snake convergence. Finally, since recovering accurate contour localization is important for reconstruction task, we propose a cooperative use of the snake model and of a corner detector to finely detect piecewise curved contours.

关键词： Tracking Cameras Convergence Detectors Shape Optical computing Image motion analysis Robustness Layout Noise shaping

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