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Robot Intelligence Technology and Applications 5

✍ Scribed by Jong-Hwan Kim, Hyun Myung, Junmo Kim, Weiliang Xu, Eric T Matson, Jin-Woo Jung, Han-Lim Choi


Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
563
Series
Advances in Intelligent Systems and Computing 751
Edition
1st ed.
Category
Library

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✦ Synopsis


This book includes papers from the 5th International Conference on Robot Intelligence Technology and Applications held at KAIST, Daejeon, Korea on December 13–15, 2017. It covers the following areas: artificial intelligence, autonomous robot navigation, intelligent robot system design, intelligent sensing and control, and machine vision.

The topics included in this book are deep learning, deep neural networks, image understanding, natural language processing, speech/voice/text recognition, reasoning & inference, sensor integration/fusion/perception, multisensor data fusion, navigation/SLAM/localization, distributed intelligent algorithms and techniques, ubiquitous computing, digital creatures, intelligent agents, computer vision, virtual/augmented reality, surveillance, pattern recognition, gesture recognition, fingerprint recognition, animation and virtual characters, and emerging applications.

This book is a valuable resource for robotics scientists, computer scientists, artificial intelligence researchers and professionals in universities, research institutes and laboratories.


✦ Table of Contents


Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
Artificial Intelligence Approach to the Trajectory Generation and Dynamics of a Soft Robotic Swallowing Simulator (Dipankar Bhattacharya, Leo K. Cheng, Steven Dirven, Weiliang Xu)....Pages 3-16
Reinforcement Learning of a Memory Task Using an Echo State Network with Multi-layer Readout (Toshitaka Matsuki, Katsunari Shibata)....Pages 17-26
Selective Filter Transfer (Minju Jung, Junmo Kim)....Pages 27-33
Improving Deep Neural Networks by Adding Auxiliary Information (Sihyeon Seong, Chanho Lee, Junmo Kim)....Pages 35-41
Improved InfoGAN: Generating High Quality Images with Learning Disentangled Representation (Doyeon Kim, Haechang Jung, Jaeyoung Lee, Junmo Kim)....Pages 43-48
Task-related Item-Name Discovery Using Text and Image Data from the Internet (Putti Thaipumi, Osamu Hasegawa)....Pages 49-61
An Exploration of the Power of Max Switch Locations in CNNs (Jeongwoo Ju, Junho Yim, Sihaeng Lee, Junmo Kim)....Pages 63-72
An Empirical Study on the Optimal Batch Size for the Deep Q-Network (Minsuk Choi)....Pages 73-81
Design and Development of Intelligent Self-driving Car Using ROS and Machine Vision Algorithm (Aswath Suresh, C. P. Sridhar, Dhruv Gaba, Debrup Laha, Siddhant Bhambri)....Pages 83-98
Intelligent Smart Glass for Visually Impaired Using Deep Learning Machine Vision Techniques and Robot Operating System (ROS) (Aswath Suresh, Chetan Arora, Debrup Laha, Dhruv Gaba, Siddhant Bhambri)....Pages 99-112
A Proactive Robot Tutor Based on Emotional Intelligence (Siva Leela Krishna Chand Gudi, Suman Ojha, Sidra, Benjamin Johnston, Mary-Anne Williams)....Pages 113-120
Reusability Quality Metrics for Agent-Based Robot Systems (Cailen Robertson, Ryoma Ohira, Jun Jo, Bela Stantic)....Pages 121-134
Front Matter ....Pages 149-149
SVM-Based Fault Type Classification Method for Navigation of Formation Control Systems (Sang-Hyeon Kim, Lebsework Negash, Han-Lim Choi)....Pages 137-151
Indoor Magnetic Pose Graph SLAM with Robust Back-End (Jongdae Jung, Jinwoo Choi, Taekjun Oh, Hyun Myung)....Pages 153-163
Multi-robot SLAM: An Overview and Quantitative Evaluation of MRGS ROS Framework for MR-SLAM (Mahmoud A. Abdulgalil, Mahmoud M. Nasr, Mohamed H. Elalfy, Alaa Khamis, Fakhri Karray)....Pages 165-183
A Reinforcement Learning Technique for Autonomous Back Driving Control of a Vehicle (H. M. Kim, X. Xu, S. Jung)....Pages 185-193
Rapid Coverage of Regions of Interest for Environmental Monitoring (Nantawat Pinkam, Abdullah Al Redwan Newaz, Sungmoon Jeong, Nak Young Chong)....Pages 195-209
Front Matter ....Pages 211-211
Embedded Drilling System Using Rotary-Percussion Drilling (Jongheon Kim, Jinkwang Kim, Hyun Myung)....Pages 213-219
Design and Development of Innovative Pet Feeding Robot (Aswath Suresh, Debrup Laha, Dhruv Gaba, Siddhant Bhambri)....Pages 221-237
SignBot, Sign-Language Performing Robot, Based on Sequential Motion of Servo Motor Arrays (Rami Ali Al-Khulaidi, Nuril Hana Binti Abu Bakr, Norfatehah Mohammad Fauzi, Rini Akmeliawati)....Pages 239-249
Isolated Bio-Regenerative System for Vertical Farming Through Robots in Space Explorations (Shivam Bhardwaj, Aswath Suresh, Ragini Arora, Shashank Vasishth, Debrup Laha, Dhruv Gaba et al.)....Pages 251-262
A Mobile Social Bar Table Based on a Retired Security Robot (David Claveau, Stormon Force)....Pages 263-271
I Remember What You Did: A Behavioural Guide-Robot (Suman Ojha, S. L. K. Chand Gudi, Jonathan Vitale, Mary-Anne Williams, Benjamin Johnston)....Pages 273-282
Robot Supporting for Deaf and Less Hearing People (Nguyen Truong Thinh, Tuong Phuoc Tho, Truong Cong Toai, Le Thanh Ben)....Pages 283-289
The Use of Machine Learning for Correlation Analysis of Sentiment and Weather Data (Hu Li, Zahra Jadidi, Jinyan Chen, Jun Jo)....Pages 291-298
Design and Analysis of a Novel Sucked-Type Underactuated Hand with Multiple Grasping Modes (Nan Lin, Peichen Wu, Xiao Tan, Jinhua Zhu, Zhenjiang Guo, Xinbo Qi et al.)....Pages 299-312
Robotizing the Bio-inspiration (Ahmad Mahmood Tahir, Giovanna A. Naselli, Matteo Zoppi)....Pages 313-334
Front Matter ....Pages 335-335
An Observer Design Technique for Improving Velocity Estimation of a Gimbal System (Sangdeok Lee, Seul Jung)....Pages 337-343
Voice Controlled Multi-robot System for Collaborative Task Achievement (Chahid Ouali, Mahmoud M. Nasr, Mahmoud A. M. AbdelGalil, Fakhri Karray)....Pages 345-360
The Control of an Upper Extremity Exoskeleton for Stroke Rehabilitation by Means of a Hybrid Active Force Control (Zahari Taha, Anwar P. P. Abdul Majeed, Muhammad Amirul Abdullah, Kamil Zakwan Mohd Azmi, Muhammad Aizzat Bin Zakaria, Ahmad Shahrizan Abd Ghani et al.)....Pages 361-370
Intellectual Multi Agent Control of Tripod (Anatoliy Gaiduk, Sergey Kapustyan, Alexander Dyachenko, Ryhor Prakapovich, Ivan Podmazov)....Pages 371-381
Estimation and Recognition of Motion Segmentation and Pose IMU-Based Human Motion Capture (Phan Gia Luan, Nguyen Thanh Tan, Nguyen Truong Thinh)....Pages 383-391
Fault Diagnosis of a Robot Manipulator Based on an ARX-Laguerre Fuzzy PID Observer (Farzin Piltan, Muhammad Sohaib, Jong-Myon Kim)....Pages 393-407
A Two-Level Approach to Motion Planning of Soft Variable-Length Manipulators (Dengyuan Wang, Xiaotong Chen, Gefei Zuo, Xinghua Liu, Zhanchi Wang, Hao Jiang et al.)....Pages 409-426
A Grasp Strategy for Polygonal Objects Using a Honeycomb Pneumatic Network Soft Gripper (Bing Tang, Rongyun Cao, Haoyu Zhao, Xiaoping Chen)....Pages 427-445
A Parameterized Description of Force Output of Soft Arms in Full Workspace (Chengkai Xia, Yiming Li, Xiaotong Chen, Zhanchi Wang, Yusong Jin, Hao Jiang et al.)....Pages 447-457
Intelligent Multi-fingered Dexterous Hand Using Virtual Reality (VR) and Robot Operating System (ROS) (Aswath Suresh, Dhruv Gaba, Siddhant Bhambri, Debrup Laha)....Pages 459-474
FEA Evaluation of Ring-Shaped Soft-Actuators for a Stomach Robot (Ryman Hashem, Weiliang Xu, Martin Stommel, Leo K. Cheng)....Pages 475-487
Front Matter ....Pages 489-489
Detection and Classification of Vehicle Types from Moving Backgrounds (Xuesong Le, Jun Jo, Sakong Youngbo, Dejan Stantic)....Pages 491-502
Multi-object Tracking with Pre-classified Detection (Siqi Ren, Yue Zhou, Liming He)....Pages 503-513
Autonomous 3D Model Generation of Unknown Objects for Dual-Manipulator Humanoid Robots (Adrian Llopart, Ole Ravn, Nils A. Andersen, Jong-Hwan Kim)....Pages 515-530
Adaptive Planar Vision Marker Composed of LED Arrays for Sensing Under Low Visibility (Kyukwang Kim, Jieum Hyun, Hyun Myung)....Pages 531-540
Development of Robust Recogintion Algorithm of Retro-reflective Marker Based on Visual Odometry for Underwater Environment (Pillip Youn, Kwangyik Jung, Hyun Myung)....Pages 541-547
A Robust Estimation of 2D Human Upper-Body Poses Using Fully Convolutional Network (Seunghee Lee, Jungmo Koo, Hyungjin Kim, Kwangyik Jung, Hyun Myung)....Pages 549-558
Surface Crack Detection in Concrete Structures Using Image Processing (Mi-Hyeon Cheon, Dong-Gyun Hong, Donghwa Lee)....Pages 559-564
Evaluation of High-Speed Image Processing for Low Latency Control of a Mechatronic System (Joshua Lues, Gourab Sen Gupta, Donald Bailey)....Pages 565-576
Back Matter ....Pages 577-579

✦ Subjects


Engineering; Computational Intelligence; Robotics and Automation; Artificial Intelligence (incl. Robotics)


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