Advances in signal processing and intelligent recognition systems :
نام عام مواد
[Book]
ساير اطلاعات عنواني
4th International Symposium SIRS 2018, Bangalore, India, September 19-22, 2018, Revised selected papers /
نام نخستين پديدآور
Sabu M. Thampi, Oge Marques, Sri Krishnan, Kuan-Ching Li, Domenico Ciuonzo, Maheshkumar H. Kolekar (eds.).
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Singapore :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
2019.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (xxiv, 466 pages) :
ساير جزييات
illustrations (some color)
فروست
عنوان فروست
Communications in Computer and Information Science,
مشخصه جلد
968
شاپا ي ISSN فروست
1865-0929 ;
یادداشتهای مربوط به مندرجات
متن يادداشت
Intro; Preface; Organization; Contents; Intelligent Recognition Techniques and Applications; Deep Learning Locally Trained Wildlife Sensing in Real Acoustic Wetland Environment; 1 Introduction; 2 Tidzam; 2.1 Audio Live Capture Infrastructure; 2.2 Convolutional Expert Based Classifier; 2.3 Semi-supervised Database Generation; 2.4 Novel Class Bootstrapping and Training; 3 Evaluation; 3.1 Datasets; 3.2 Experimental Results; 4 Limitations, Discussions and Applications; 5 Conclusion; References; Classification of Plants Using GIST and LBP Score Level Fusion; Abstract; 1 Introduction
متن يادداشت
2 Proposed Methodology3 Feature Extraction; 3.1 Gist Features; 3.2 LBP Feature Extraction; 4 Matching Criteria; 4.1 Decision Criteria; 4.2 Evaluation Criteria; 4.3 Score Level Fusion of Leaf Images; 5 Experimental Results; 5.1 Results of GIST Features; 5.2 Results of LBP Features; 5.3 Score Level Fusion of GIST and LBP Features; 5.4 Overall Comparison of System Performance; 6 Conclusion; Acknowledgment; References; Real-Time Poultry Health Identification Using IoT Test Setup, Optimization and Results; Abstract; 1 Introduction; 2 Setup Dimensions for Testing; 3 Data Frequency; 4 Image Analysis
متن يادداشت
4 Experimental Protocol and Analysis of the Results4.1 Dataset; 4.2 System Parametrization; 4.3 Experimental Results; 5 Conclusions; References; Clickbait Detection Using Swarm Intelligence; Abstract; 1 Introduction; 2 Related Work; 3 Proposed Approach; 3.1 Feature Engineering; 3.2 Algorithm Used; 4 Experimental Setup and Results; 4.1 Experimental Setup; 4.2 Results; 5 Conclusion and Future Work; References; IoT-Enabled Distributed Detection of a Nuclear Radioactive Source via Generalized Score Tests; 1 Introduction; 2 Problem Statement; 3 Fusion Rules; 4 Design of Quantizers
متن يادداشت
5 Audio Analysis5.1 Study of Mel-Frequency Cepstral Coefficients (MFCC) of Audio Signal; 5.2 MATLAB Simulation and Results; 5.3 KNN -- Machine Learning for Classification; 6 Performance Analysis of Extraction Techniques; 7 Conclusion; References; IoT Based Food Inventory Tracking System; Abstract; 1 Introduction; 2 Related Work; 3 System Architecture; 4 System Implementation; 5 System Results; 6 Conclusion and Future Scope; References; On Acoustic Monitoring of Farm Environments; 1 Introduction; 2 Problem Statement; 3 Sound Classification Framework; 3.1 The Feature Set; 3.2 The Classifiers
متن يادداشت
5 Numerical Results6 Concluding Remarks and Further Directions; References; Wemotion: A System to Detect Emotion Using Wristbands and Smartphones; 1 Introduction; 2 Related Works; 3 Wemotion; 3.1 The Framework's Overview; 3.2 Data Cleaning; 3.3 Features Extraction; 3.4 Building Classifiers; 3.5 Understanding Emotion and Improving Learning-Teaching Process; 4 Experimental Results; 5 Conclusions; References; Obstacle Detection in Drones Using Computer Vision Algorithm; Abstract; 1 Introduction; 2 Literature Survey; 3 Methodology; 3.1 Median Filtering; 3.2 Harris Corner Detector
بدون عنوان
0
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
This book constitutes the refereed proceedings of the 4th International Symposium on Advances in Signal Processing and Intelligent Recognition Systems, SIRS 2018, held in Bangalore, India, in September 2018. The 28 revised full papers and 11 revised short papers presented were carefully reviewed and selected from 92 submissions. The papers cover wide research fields including information retrieval, human-computer interaction (HCI), information extraction, speech recognition.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Springer Nature
شماره انبار
com.springer.onix.9789811357589
ویراست دیگر از اثر در قالب دیگر رسانه
شماره استاندارد بين المللي کتاب و موسيقي
9789811357572
شماره استاندارد بين المللي کتاب و موسيقي
9789811357596
عنوان اصلی به زبان دیگر
عنوان اصلي به زبان ديگر
SIRS 2018
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Pattern recognition systems, Congresses.
موضوع مستند نشده
Signal processing-- Digital techniques, Congresses.
موضوع مستند نشده
Pattern recognition systems.
موضوع مستند نشده
Signal processing-- Digital techniques.
مقوله موضوعی
موضوع مستند نشده
COM004000
موضوع مستند نشده
UYQ
موضوع مستند نشده
UYQ
رده بندی ديویی
شماره
621
.
382/2
ويراست
23
رده بندی کنگره
شماره رده
TK5102
.
9
نام شخص - (مسئولیت معنوی برابر )
مستند نام اشخاص تاييد نشده
Ciuonzo, Domenico
مستند نام اشخاص تاييد نشده
Kolekar, Maheshkumar H.,1972-
مستند نام اشخاص تاييد نشده
Krishnan, Sri
مستند نام اشخاص تاييد نشده
Li, Kuan-Ching
مستند نام اشخاص تاييد نشده
Marques, Oge
مستند نام اشخاص تاييد نشده
Thampi, Sabu M.
نام تنالگان به منزله سر شناسه - (مسئولیت معنوی درجه اول )
مستند نام تنالگان تاييد نشده
International Symposium on Advances in Signal Processing and Intelligent Recognition Systems(4th :2018 :, Bangalore, India)