gesture recognition 2017 IEEE PAPER
Gesture recognition is the mathematical interpretation of a human motion by a computing device.
Spatial and Temporal Segmented Dense Trajectories for Gesture Recognition
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ABSTRACT Recently dense trajectories [1] have shown to be a successful video representation for action recognition, and have achieved state-of-the-art results on a variety of datasets. However, there are problems to recognize similar and fine-grained motion if we
Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks
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Abstract Building robust classifiers trained on data susceptible to group or subject-specific variations is a challenging pattern recognition problem. We develop hierarchical Bayesian neural networks to capture subject-specific variations and share statistical strength across In order to push research and analyze the gain of multimodal methods for gesture recognition, in the period 2011 2014, ChaLearn organized a series of challenges related to gesture recognition. Our first workshop at CVPR from our 2011 challenge emphasized
Review of Hand Gesture Recognition Study and Application
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Abstract Human-computer interaction is an essential part of most people's daily life. The traditional human-computer interaction mode from the original keyboard to the current mouse, joystick, and wireless input devices, greatly facilitates the interaction between
Performance Estimation of Template-based Gesture Recognition on Multi-Core Architectures
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Abstract:In our work, we present a Scenario-Aware Dataflow model of a template-based hand gesture recognition system based on Dynamic Time Warping and Exponential Moving Average signal filtering. Our model enables us to estimate the important characteristics of
User-Independent Real-Time Hand Gesture Recognition Based on Surface Electromyography
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ABSTRACT In this paper, we present a novel real-time hand gesture recognition system based on surface electromyography. We employ a user-independent approach based on a support vector machine utilizing ten features extracted from the raw electromyographic data
3-D Hand Gesture Recognition with Different Temporal Behaviors using HMM and Kinect
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Abstract Vision based hand gesture recognition is getting increasingly popular due to its intuitive and effective interaction between man and machines. However, there are not sufficient means of support for deployment, research and execution for these tasks. In this
Hand Gesture Recognition And Device Control
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ABSTRACT Hand gesture based electronic device control is gaining more importance nowadays. Most of electronic devices focus on the hand gesture recognition algorithm and the corresponding user interface. This paper presents hand gesture recognition based
A Method for Static Hand Gesture Recognition Based on Non-Negative Matrix Factorization and Compressive Sensing.
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Abstract:Hand gesture recognition is becoming a more and more popular research field in human computer interaction. However, the recognition rate still remains to improve. In this paper, we present a novel static gesture recognition method based on non-negative matrix
NEW METHOD FOR HAND GESTURE RECOGNITION USING WAVELET NEURAL NETWORK
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Abstract: This paper present a method for hand gesture recognition through Statistic hand gesture which is namely, a subset of American Sign Language (ASL). The proposed technique presents an image of hand gesture by passing it through four stages, In the past few decades, hand gesture recognition has been considered to be an easy and natural technique for human machine interaction. Many applications have been developed and enhanced based on hand gesture recognition. These applications range from mobile
Exploring neural networks for gesture recognition
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Abstract Gesture recognition is the task of recognizing human gestures from video data. In this report, we discuss the ChaLearn LAP Isolated Gesture Dataset and different methods used for gesture recognition from RGB-D videos. We also propose three new methods each
Real Time Gesture Recognition for Easy Load Transport
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Abstract: Motion of the body is interacting with other things for communication is called gesture recognition. For more accurate results we need to know the gesture information which is taken is possibly same to provide to receiver. In this paper we are usually focus on
A Memory-efficient Hand Segmentation Architecture for Hand Gesture Recognition in Low-power Mobile Devices
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Abstract:Hand gesture recognition is regarded as new Human Computer Interaction(HCI) technologies for the next generation of mobile devices. Previous hand gesture implementation requires a large memory and computation power for hand segmentation,
Hand based Gesture Recognition inside a car through IR-UWB Radar
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Abstract In this paper, the gesture recognition through IRUWB radar is discussed. The gestures are made by human hand in front of the radar inside a car. The gestures can be used to control different electronics devices inside a car. The gestures vary among each
Static Hand Gesture Recognition using Mon-vision Based Techniques
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ABSTRACT This paper reports the experimental studies conducted for recognizing the hand based static gestures. Mono-vision based skin color segmentation techniques are used for segmenting the hand form a complex image sequence. The standard histogram features
Hand Gesture Recognition System for Blinds
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ABSTRACT A real time embedded system is used to interact with an external environment. This external environment may be humans, animals, plants etc. Hand Gesture Recognition System uses a sign language in the form of hand gestures to type the characters on
Multitouch and Gesture Recognition Technology Using Computer Interaction
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ABSTRACT Touch screens are becoming more and more prevalent, We are using them almost everywhere, including tablets, mobile phones, PC displays, ATM machines and so on. Although multi-touch technology is currently are search focus in the field of Human-
Wire Less Wheel Chair Direction Control with Gesture Recognition (MEMS Accelerometer)
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Abstract: The main aim of this project is to control the wheel chair using MEMS. The MEMS will be fixed to the hand. Whenever the hand moves in a particular direction, the mechanical movement of the hand will be recognized by MEMS. MEMS converts this mechanical hand
Fully Wearable Fabric Band for Hand gesture Recognition Based on FSS
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Abstract:A fully wearable system based on breathable cloth wristband equipped with stretchable strain gauge sensors have been assembled and tested to detect a set of hand gestures from Cutkosky's grasp taxonomy. The high sensitivity of the devices embedded on
Gesture Recognition System Methods and Usage: A
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Abstract-Hand gesture recognition system gained great attention in the recent few years because of its many and varied applications and the ability to interact with machine efficiently through human machine interaction. In this paper we are presenting a review on
HAND GESTURE RECOGNITION FOR THE AUDITORY IMPAIRED
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Abstract-More than 500 million people of the world suffer from some physical, sensory or mental disability. Often their lives are handicapped by physical and social barriers which hamper their full participation from society and the enjoyment of equal rights and
ARTIFICIAL ROBOT NAVIGATION BASED ON GESTURE AND SPEECH RECOGNITION
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ABSTRACT Human computer interaction is an interesting topic in artificial intelligence. Artificial navigation is an interesting application of human computer interaction, which target device by speech or gesture information. Artificial navigation allows
Home Automation System Based on Gesture Recognition System
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Abstract Old aged or disabled persons who can 't walk are most sensitive persons and they must be served in a systematic, quick, sophisticated and efficient manner by very little effort. The problem is that there is no anybody who is always with them for 24 hours. Speech
Survey on Hand Gesture Recognition Using American Sign Language
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Abstract: Hand Gesture is defined as static movement eg making a fist and holding it in certain position is considered as gesture. Complex gesture, fingers can be bent at angles other than zero or ninety degree. It include various forms of pinching, the okay sign and
Supplementary Material: Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks
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For all three datasets, on fifteen random 75-25 split of the data, we trained a Hierarchical Bayesian Neural Network for 100 epochs, with and without using local reparameterization. When not using local reparameterization, we approximated the ELBO using 20 Monte Carlo
GESTURE RECOGNITION SYSTEM USING REGISTRATION OF RGB IMAGE AND DEPTH IMAGE
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ABSTRACT-Gesture recognition is one of the major research topics in HCI. In this paper, we propose gesture recognition system to control web browser through registered image of RGB image and depth image from Kinect. Libfreenect2 is used to bring the images from
Dynamic Gesture Recognition based on Kernel Density Estimation of Fingertip Angle Set
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Abstract A fast and table recognition algorithm combining gesture trajectory and gesture types was proposed for the lack of robustness and real-time ability of dynamic gesture recognition in the complex environment. Gesture region was obtained using Kinect sensor in
Development of a Robotic Vehicle and Implementation of a Control Strategy for Gesture Recognition through Leap Motion device
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Abstract: The concept of this paper deals with the development of a robotic vehicle and the implementation of a control strategy through gesture recognition (Leap Motion Sensor), by means the natural movement of the forearm and hand. Our experiment shows that our
HAND GESTURE RECOGNITION USING ADAPTIVE NETWORK BASED FUZZY INFERENCE SYSTEM AND K-NEAREST NEIGHBOR
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ABSTRACT The purpose of the study was to investigate hand gesture recognition. The hand gestures of American Sign Language are divided into three categories namely, fingers gripped, fingers facing upward, and fingers facing sideways using the adaptive network-
Mems Sensor Based Approach for Gesture Recognition to Control Media in Computer
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Abstract: Gesture Recognition is the method of identifying and understanding meaningful movements of the arms, hands, face, or sometimes head. It is one of the most important aspects in the field of Human-Computer interface. There has been a continuous research in The book to the best of the authors' knowledge is the first comprehensive title of its kind that provides a clear and insightful introduction to the subject in a precise and easy-to-read manner. It examines gesture recognition as a pattern recognition problem, and proposes
HAND GESTURE RECOGNITION USING MEMS SENSORS
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ABSTRACT Mobile and wearable devices are continuously optimized towards a small outline. At the same time the number of functions in these devices continuous to increase. While this Development is clearly beneficial for the ubiquity of mobile and wearable systems,
Investigation of Finger Gesture Recognition Algorithms for Capacitive Proximity Sensing
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Abstract. This contribution presents a comparison of different algorithms for finger gesture recognition in the context of capacitive proximity sensing. The processing of the measured data for gesture interpretation can be done directly with the capacitance values or via a
A Unified Framework for Multi-Modal Isolated Gesture Recognition
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Gesture recognition is a fast expanding field with applications beyond gaming, consumer electronics UI, automotive, sports training and etc. Continuous gesture recognition [Yin and Davis 2014; Evangelidis et al. 2014; Molchanov et al. 2016] and isolated gesture recognition
A Real Time StaticDynamic Hand Gesture Recognition System
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Abstract:-Hand gesture recognition system plays a vital role in our day to day life. This hand gesture recognition system provides us natural, innovative, user friendly way of interaction with the computer which is more familiar to us. Gesture recognition has a wide area of
Social Touch Gesture Recognition using Deep Neural Networks
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Abstract In recent year's, social touch gesture recognition has been considered as an important study for touch modality, which can lead to more efficient and realistic Human- Robot Interaction (HRI). In this paper, we performed touch gesture recognition on a dataset
Hand Gesture Recognition Approach: A Survey
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Abstract Gesture recognition enables humans to communicate with the machine and interact naturally without any mechanical devices. Till now human can interact with computer through input devices like mouse and keyboard or technologies like Graphical User
Review on Sensor based Hand Gesture Recognition System Review on Sensor based Hand Gesture Recognition System
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Abstract The computers are becoming very useful and important in our daily life with the growing trend of pervasive computing. Pervasive computing provides ways to embed computational capabilities into the daily used objects for performing useful tasks and making
Action-Based Learning: A Proposal for Robust GestureObject Recognition using Spatio-Temporal Domain Models
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Abstract In recent years, there has been a significant amount of effort into object recognition techniques as well as vision-based learning algorithms. But view invariance, complex gesture-object interactions, and the lack of reasoning in vision systems continues to make
DEPTH-BASED HAND GESTURE RECOGNITION
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ABSTRACT This project presents Hand Gesture recognition for Indian sign languages. The gesture recognition basically is designed for human machine interaction. The system consists of components such as pre-processors, feature extraction recognition for static
Digital Pen for Gesture Recognition of Handwritten Digit Using PNN Classifier
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Abstract Today human computer interaction (HCI) techniques become a research topic in the field of computer technology. This paper present MEMS accelerometer based digital pen for handwritten digit and human gesture. This paper gives design idea about the digital pen.
Head Gesture Recognition: A Literature Review
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ABSTRACT Head gesture recognition play the important role in research area. This paper shows a survey of head gesture recognition systems. Head gesture recognition system is mostly used for the peoples who cannot able to use their hands and legs mostly for the
An Enhanced Framework for Sign Gesture Recognition using Hidden Markov Model and Adaptive Histogram Technique
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Abstract: Gesture based communication is the fundamental method for correspondence for those with hearing and vocal incapacities. Communication via gestures comprises of making shapes or developments with human hands as for the head or other body parts. In this
Passive gesture recognition on unmodified smartphones using Wi-Fi RSSI
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Abstract The smartphone is becoming a common device carried by hundreds of millions of individual humans worldwide, and used to accomplish a multitude of different tasks like basic communication, internet browsing, online shopping and fitness tracking. Limited by its
3D Model-Based Data Augmentation for Hand Gesture Recognition
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Abstract This project focuses on classifying hand gestures and improving the testing accuracy using virtual 3D models to augment the original limited dataset. An existing work done on this classification problem and dataset uses a constrained generative model to CSE PROJECTS