Time-Series Prediction and Applications
A Machine Intelligence Approach
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Chapter
Gesture Driven Fuzzy Interface System for Car Racing Game
The recently developed Kinect sensor has opened a new horizon to Human-Computer Interface and its native connection with Microsoft’s product line of Xbox 360 and Xbox One video game consoles makes completely h...
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Chapter and Conference Paper
Probability-Induced Distance-Based Gesture Matching for Health care Using Microsoft’s Kinect Sensor
Detection of 14 healthcare-related gestures due to pain at different body parts is the target area of this work using Kinect sensor. The novelty of our work lies in suppressing the problem of compensation by t...
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Chapter
Differential Evolution Based Dance Composition
In this chapter, we propose a novel approach in which a system autonomously composes dance sequences from previously taught dance moves with the help of the well-known differential evolution algorithm. In this...
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Chapter and Conference Paper
A Novel Approach to Gesture Recognition in Sign Language Applications Using AVL Tree and SVM
Body gesture is the most important way of non-verbal communication for deaf and dumb people. Thus, a novel sign language recognition procedure is presented here where the movements of hands play a pivotal role...
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Chapter
Conclusions and Future Directions
This chapter provides a thorough review of the principles and concepts narrated in the book, highlighting significant results and conclusions arrived at earlier. In other words, the chapter combines important ...
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Chapter and Conference Paper
Gesture Recognition from Two-Person Interactions Using Ensemble Decision Tree
The evolution of depth sensors has furnished a new horizon for human–computer interaction. An efficient two-person interaction detection system is proposed for an improved human−computer interaction using Kine...
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Chapter
Conclusions and Future Directions
This chapter provides a self-review of the book and outlines the future direction of possible research in the broad spectrum of emotion recognition. It reexamines the justification of the proposed techniques a...
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Chapter
Radon Transform Based Automatic Posture Recognition in Ballet Dance
The proposed system aims at automatic identification of an unknown dance posture referring to the twenty primitive postures of ballet, simultaneously measuring the proximity of an unknown dance posture to a kn...
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Chapter
Probabilistic Neural Network Based Dance Gesture Recognition
With the growing interest in the domain of these days, budding research professionals are coming up with novel ideas of develo** more versatile and flexible modes of communication between a man and a machi...
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Chapter
EEG-Gesture Based Artificial Limb Movement for Rehabilitative Applications
Due to damage in parietal and/or regions of a patient (subject), there can be failure while performing day-to-day basic task. Thus this chapter focuses on directing an based on brain signals and body ges...
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Chapter
Agents and Multi-agent Coordination
An intelligent agent is an entity that performs its task in a given environment by exploiting the knowledge acquired from its interaction with the environment during problem-solving process. Over the past two ...
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Chapter
Learning Automata and Niching-Induced Noisy Optimization for Multi-robot Path-Planning
The chapter proposes an extension of the traditional differential evolution (DE) algorithm to handle the effect of noise in the objective surface. The proposed extension offers four merits with respect to its ...
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Chapter
Enhancing Noise-Tolerant Behavior of Traditional Evolutionary and Swarm Algorithms
In the last two chapters, noise handling strategies are proposed to extend the traditional differential evolution (DE), in both single- and multi-objective optimization settings, to proficiently track global o...
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Chapter
Introduction
The chapter provides an introduction to gesture recognition. It begins with a thorough review of the principles of gesture recognition undertaken in the existing works. The chapter then elaborately introduces ...
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Chapter
Fuzzy Image Matching Based Posture Recognition in Ballet Dance
This chapter provides a fuzzy logic based approach to posture recognition in Ballet dance. The initial section of the chapter deals with a brief introduction to and its characteristics, while the later part ...
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Chapter
Type-2 Fuzzy Classifier Based Pathological Disorder Recognition
Gestures of a person symbolizing analogous pathological are not always exclusive. Naturally, the gestural features of a subject suffering from the same disorder vary widely over different instances. In pre...
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Chapter
Foundation in Evolutionary Optimization
Evolutionary algorithms (EAs) have witnessed a radically divergent perspective regarding their potential to optimize complex real-world non-differentiable numerical functions. Since its foundation in 1973, res...
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Chapter
Recent Advances in Evolutionary Optimization in Noisy Environment—A Comprehensive Survey
Noisy optimization is currently receiving increasing popularity for its widespread applications in engineering optimization problems, where the objective functions are often found to be contaminated with noisy...
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Chapter
Noisy Multi-objective Optimization for Multi-robot Box-Pushing Application
The chapter proposes an extension of multi-objective optimization realized with differential evolution algorithm to handle the effect of noise in objective functions. The proposed extension offers four merits ...
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Book
