Machine vision and Image recognition

Machine vision and Image recognition
PDF
  • eBook:
    Machine vision and Image recognition
  • Author:
    Jovan Pehcevski
  • Edition:
    -
  • Categories:
  • Data:
    November 1, 2019
  • ISBN:
    1774073552
  • ISBN-13:
    9781774073551
  • Language:
    English
  • Pages:
    290 pages
  • Format:
    PDF

Book Description
Machine Vision and Image Recognition informs the readers about the behavior fusion for visually guided service robots and the approaches and limitation in achieving vision in machine. The readers are informed about the use of beacon tracker for dynamic omnidirectional vision localization and explained the QoE assessment of will transmission. They are explained about the concepts that are there to be learnt in neuromorphic vision systems and told about an automatic assembling system for sealing rings. Also discussed in the book is the design of omnidirectional tilt sensor, modelling and positioning system in sand casting process, raising sow and procreating of processing, augmented reality applications, 3D autonomous navigation line, all of which and even more is based on machine vision.

Content

SECTION I: METHODS AND APPROACHES IN MACHINE VISION
Chapter 1. Behavior Fusion for Visually-Guided Service Robots
Chapter 2. Dynamic Omnidirectional Vision Localization Using a Beacon Tracker Based on Particle Filter
Chapter 3. QoE Assessment of Will Transmission Using Vision and Haptics in Networked Virtual Environment
Chapter 4. Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?

SECTION II: MACHINE VISION TECHNIQUES IN PRODUCTION / MANUFACTURING PROCESSES
Chapter 5. An Automatic Assembling System for Sealing Rings Based on Machine Vision
Chapter 6. Precise and Robust Large-Shape Formation using Uncalibrated Vision for a Virtual Mold
Chapter 7. Design of Omni-Directional Tilt Sensor Based on Machine Vision
Chapter 8. Application of Computer Vision Technology on Raising Sow and Procreating of Processing

SECTION III: MEDICAL AND COGNITIVE APPLICATIONS OF MACHINE VISION
Chapter 9. Sliding Window Based Machine Learning System for the Left Ventricle Localization in MR Cardiac Images
Chapter 10. Multilevel Cognitive Machine-Learning-Based Concept for Artificial Awareness: Application to Humanoid Robot Awareness Using Visual Saliency

SECTION IV: ROBOTICS AND MOVEMENTS RECOGNITION
Chapter 11. Catadioptric Omni-directional Stereo Vision and Its Applications in Moving Objects Detection
Chapter 12. Person Following Robot with Vision-based and Sensor Fusion Tracking Algorithm
Chapter 13. 3D Autonomous Navigation Line Extraction for Field Roads Based on Binocular Vision
Chapter 14. Visual Feedback Balance Control of a Robot Manipulator and Ball-Beam System

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