Proceedings of 2019 Chinese Intelligent Automation Conference. (2020)

• Record Type: Book
• Other Titles: CIAC 2019
• Further Information: Note: Zhidong Deng, editor.
• Other Names: Deng, Zhidong; Chinese Intelligent Automation Conference
• Contents: Intro; Contents; Research on Combat Deduction Platform Technology for Intelligent Operational Decision; Abstract; 1 Introduction; 2 Military and Intelligent Decision Making; 3 Analysis and Modeling of Operational Problems; 3.1 Weapon Equipment Platform and Capability Model; 3.2 Operational Rule Model Based on Expert System; 3.3 Battle Deduction Environment Model; 4 Architecture Design of Battle Deduction Platform Supporting AI; 4.1 Propulsion Engine Based on Intelligent Rules; 4.2 Intelligent Tactical Decision and Situation Awareness Interface Technology 4.3 Multidimensional Confrontation Situation and Evolution Display of AI Learning5 Learning Framework of Confrontation Strategies; 6 Verification Examples; 6.1 Capability Unit Model; 6.2 Model of Operational Rules; 6.3 Confrontation Environment Model; 6.4 Intelligent Tactical Decision and Situation Awareness Interface; 7 Conclusions; References; Study of the Auxiliary Robot Used to Disassemb and Assemb Mid-Set Switch Cubicle Based on BCI; Abstract; 1 Introduction; 2 Algorithm; 2.1 The Characteristics Analysis of Eye Movement; 2.2 The Complex Brain Networks; 3 Experiment; 3.1 Subjects 3.2 Experimental Process3.3 Data Preprocessing; 4 Results; 4.1 Characteristics of Brain Network; 4.2 Comprehensive Judgment; 5 Discussion; 6 Conclusion; References; Ship Detection Based on Faster R-CNN Network in Optical Remote Sensing Images; Abstract; 1 Introduction; 2 Principle of Faster R-CNN Network; 2.1 RPN; 2.2 Sharing Convolution Features for RPN and Fast R-CNN; 3 Methods; 3.1 Data; 3.2 The Detection and Classification System; 3.3 Training; 3.4 Testing; 4 Experimental Results and Analysis; 4.1 Faster R-CNN Results and Analysis; 4.2 Sof-NMS Result and Analysis; 5 Conclusions 3.2 Data Standardization3.3 Dimensionality Reduction by PCA; 3.4 Construction and Application of Support Vector Regression Model; 4 Analysis and Recommendations; 5 Conclusion; Acknowledgements; References; Research on Automatic Detection Method of Part Shape Based on Projection Optics and Image Processing; Abstract; 1 Introduction; 2 Working Principle of Integration Technology; 3 Key Technologies of Measurement System; 3.1 Projection Optical System; 3.2 Shadow Image Feature Extraction and Feature Matching; 3.2.1 Shadow Image Feature Extraction; 3.2.2 Feature Matching of Shadow Image
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource (759 pages)
• Subjects: 006.3; Artificial intelligence -- Congresses; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789813290501; 9813290501; 9813290498; 9789813290495
• Related ISBNs: 9789813290495
• Notes: Note: ReferencesAn Efficient Real-Time Indoor Autonomous Navigation and Path Planning System for Drones Based on RGB-D Sensor; 1 Introduction; 2 RGB-D SLAM System; 3 Pathfinding System Based on the Octree Map; 3.1 Brief Introduction of the Octree Map; 3.2 Pathfinding Based on A* Algorithm; 4 Discussion and Summary; References; Research on Port Throughput Prediction of Tianjin Port Based on PCA-SVR in the New Era; Abstract; 1 Introduction; 2 Research Method; 2.1 Principal Component Analysis (PCA); 2.2 Support Vector Regression (SVR); 3 Outcome of Practice; 3.1 Variable Selection and Data Source
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