عنوان

Recent trends in computer applications :

شابک

3319899147

شابک

9783319899145

شابک اشتباه

9783319899138

عنوان اصلي

Recent trends in computer applications :

نام عام مواد

[Book]

ساير اطلاعات عنواني

best studies from the 2017 International Conference on Computer and Applications, Dubai, UAE /

نام نخستين پديدآور

editors, Jihad Mohamad Alja'am, Abdulmotaleb El Saddik and Abdul Hamid Sadk.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2018]

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations

متن يادداشت

Includes bibliographical references.

متن يادداشت

Intro; Foreword; Preface; Acknowledgements; Contents; Part I Data Analytics and Processing (Including Classification, Compression, Segmentation, Mining, Detection and Recognition etc.); Overview on Sequential Mining Algorithms and Their Extensions; 1 Introduction; 2 Important Terms and Notations; 3 Sequential Mining Algorithms; 3.1 Sequential Pattern Mining; 3.1.1 Frequent Sequential Pattern Mining; 3.1.2 Closed Sequential Pattern Mining; 3.1.3 Maximal Sequential Pattern Mining; 3.1.4 Compressing Sequential Pattern Mining; 3.1.5 Top-K Sequential Pattern Mining; 3.2 Sequential Rules Mining

متن يادداشت

3.1.2 Video Frame Color Correction3.1.3 Skin Color Extraction; 3.1.4 Morphological and AND Operations; 3.1.5 Find Three Biggest Contours; 3.1.6 Gesture Specification; 3.2 Gesture Recognition Module; 3.2.1 Features Extraction; 3.2.2 Gesture Recognition; 4 Experiments and Results; 4.1 Software and Hardware Requirements; 4.2 Skin Color Detection; 4.3 Impact of the Colors' Correction on the Skin Detection Algorithm Based on RGB Color Space; 4.4 Hand(s) Segmentation and Gesture Recognition; 4.5 2D Image Manipulation; 5 Conclusion; References

متن يادداشت

3.2.1 Sequential Rules3.2.2 Top-K Sequential Rules Mining; 3.2.3 Sequential Rules with Window Size Constraints; 3.2.4 Sequence Prediction; 4 Conclusion; 5 Discussion; References; Object Detection Based on CNNs: Current and Future Directions; 1 Introduction; 2 From Handcrafted Features to Deep CNNs Methods; 2.1 Handcrafted Features; 2.2 Deep Learning Approaches; 2.2.1 Region Proposal-Based Methods; 2.2.2 Proposal-Free Methods; 2.2.3 Fine-Tuning Strategy; 3 Current Research Directions; 3.1 Excellent Base Architectures; 3.2 Hard Example Mining; 3.3 Contextual Reasoning

متن يادداشت

4 Open Problems and Future Directions4.1 Scale Invariance; 4.2 High Localization Accuracy; 4.3 Long-Tail Distribution; 5 Conclusion; References; Video Classification Methods: Multimodal Techniques; 1 Introduction; 2 Background; 3 Overview of Techniques; 3.1 Named Entity Recognition; 3.2 Audio Analysis; 3.3 Visual Analysis; 3.4 Combination-Based Approach; 4 Audio-Content-Based Classification Work; 4.1 Audio Event Detection; 4.2 Audio Violence Event Detection; 4.3 Audio Genre Detection; 4.4 Audio Scene Detection; 5 Audio Open Source Code Libraries; 6 Audio Datasets; 7 Proposed Approach

متن يادداشت

8 Video Dataset9 System Design; 10 Conclusion; References; Proposed Multi-label Image Classification Method Based on Gabor Filter; 1 Introduction; 2 Problem Formulation; 3 Problem Solution; 3.1 Two-Dimensional Gabor Filter; 3.2 The Label Priority Power Set (LPP); 3.3 Framework MIML-LPPGABOR; 4 Experimental Results; 5 Conclusion; References; Vision-Based Approach for Real-Time Hand Detection and Gesture Recognition; 1 Introduction; 2 Real-Time Hand Detection; 2.1 Discussion; 3 The Proposed Approach; 3.1 Hand Detection Module; 3.1.1 Learning and Subtracting the Background

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This edited volume presents the best chapters presented during the international conference on computer and applications ICCA'17 which was held in Dubai, United Arab Emirates in September 2017. Selected chapters present new advances in digital information, communications and multimedia. Authors from different countries show and discuss their findings, propose new approaches, compare them with the existing ones and include recommendations. They address all applications of computing including (but not limited to) connected health, information security, assistive technology, edutainment and serious games, education, grid computing, transportation, social computing, natural language processing, knowledge extraction and reasoning, Arabic apps, image and pattern processing, virtual reality, cloud computing, haptics, information security, robotics, networks algorithms, web engineering, big data analytics, ontology, constraints satisfaction, cryptography and steganography, Fuzzy logic, soft computing, neural networks, artificial intelligence, biometry and bio-informatics, embedded systems, computer graphics, algorithms and optimization, Internet of things and smart cities. The book can be used by researchers and practitioners to discover the recent trends in computer applications. It opens a new horizon for research discovery works locally and internationally.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319899145

شماره استاندارد بين المللي کتاب و موسيقي

9783319899138

شماره استاندارد بين المللي کتاب و موسيقي

9783319899152

موضوع مستند نشده

Application software, Congresses.

موضوع مستند نشده

Computer science, Congresses.

موضوع مستند نشده

Information technology, Congresses.

موضوع مستند نشده

Application software.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Computer security.

موضوع مستند نشده

COMPUTERS-- Computer Literacy.

موضوع مستند نشده

COMPUTERS-- Computer Science.

موضوع مستند نشده

COMPUTERS-- Data Processing.

موضوع مستند نشده

COMPUTERS-- Hardware-- General.

موضوع مستند نشده

COMPUTERS-- Information Technology.

موضوع مستند نشده

COMPUTERS-- Machine Theory.

موضوع مستند نشده

COMPUTERS-- Reference.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Information retrieval.

موضوع مستند نشده

Information technology.

موضوع مستند نشده

Information technology: general issues.

موضوع مستند نشده

Teaching skills & techniques.

موضوع مستند نشده

COM-- 013000

موضوع مستند نشده

COM-- 014000

موضوع مستند نشده

COM-- 018000

موضوع مستند نشده

COM-- 032000

موضوع مستند نشده

COM-- 037000

موضوع مستند نشده

COM-- 052000

موضوع مستند نشده

COM-- 067000

موضوع مستند نشده

UB

موضوع مستند نشده

UB

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Alja'am, Jihad Mohamad

مستند نام اشخاص تاييد نشده

Saddik, Abdulmotaleb El

مستند نام اشخاص تاييد نشده

Sadka, Abdul Hamid

مستند نام تنالگان تاييد نشده

International Conference on Computer and Applications(2017 :, Dubai, United Arab Emirates)

تاريخ عمليات

20200823114956.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y