Recent trends in computer applications : best studies from the 2017 International Conference on Computer and Applications, Dubai, UAE /: best studies from the 2017 International Conference on Computer and Applications, Dubai, UAE. ([2018])

• Record Type: Book
• Further Information: Note: Editors, Jihad Mohamad Alja'am, Abdulmotaleb El Saddik and Abdul Hamid Sadk.
• Editors: Alja'am, Jihad Mohamad; Saddik, Abdulmotaleb El; Sadka, Abdul Hamid
• Other Names: International Conference on Computer and Applications
• Contents: 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 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 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 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 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
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource, illustrations
• Subjects: 004; Computer science -- Congresses; Information technology -- Congresses; Application software -- Congresses; COMPUTERS / Computer Literacy; COMPUTERS / Computer Science; COMPUTERS / Data Processing; COMPUTERS / Hardware / General; COMPUTERS / Information Technology; COMPUTERS / Machine Theory; COMPUTERS / Reference; Computer Applications; Learning & Instruction; Computational Intelligence; Data Mining and Knowledge Discovery; Systems and Data Security; Information Systems Applications (incl. Internet); Application software; Computer science; Information technology; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319899145; 3319899147
• Related ISBNs: 9783319899138
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (EBSCO, viewed November 30, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.