[PDF] Top 20 Hand Motion Tracking for Alphabet Recognition using ANN

Hand Motion Tracking for Alphabet Recognition using ANN

... The system is working for runtime videos. The data set of 7 tracks for each of 26 alphabets i.e. total 182 tracks is used. All the 26 alphabets are trained and tested to get the accuracy of about 95% for users familiar ... See full document

6

Hand Talk Assistant Technology for Deaf and Dumb

... the hand gestures to sensibility ...Gesture recognition refers to recognizing meaningful expressions of motion by a human, involving the ...performed, hand gestures play an important role ... See full document

7

Visual-based interface using hand gesture recognition and object tracking

... (hand alphabet) ...proposed using principal component analysis (PCA) to extract features from images of hand ...speech recognition, language mapping from English to Auslan, and the ... See full document

15

Efficient Marker based Gesture Recognition Technique

... gesture recognition system is considered to be very ...gesture recognition algorithm and system building blocks are discussed in ...with hand gesture ...with hand gestures in ...gesture ... See full document

5

A Survey of Vision-Based Hand Gesture Recognition System

... of hand gesture recognition is highly challenging due to complex background ...non-gesture hand motions, and various illumination ...the hand, tracking the hands movements and analysing ... See full document

5

Wireless Motion Control of an Intelligent Wheelchair Using Hand Gesture Recognition Technology

... mechanism using the wireless technology in the form of wheelchair control system is presented in this ...detection, tracking and recognition of hand gestures in real ...wheelchair ... See full document

9

An Efficient Gesture Recognition with ABC ANN Classification and Key Point Features Extraction for Hand Images

... users. Hand Gesture works as a natural boundary for serving as an inspiring strength for investigating gesture ...The hand gesture is used in a wide variety of applications like as recognition ... See full document

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A Real Time Two Hand Gesture Recognition System Using Motion Static and Dynamic Image in British Sign Language

... spelling recognition using RGB-D information from KinectTM sensor and its approach has anaccuracy rate of ...static hand gestures of alphabet in Bangla Sign Language ...an alphabet ... See full document

6

Vision Based Human Computer Interaction Using Fingertip Tracking

... by using a physical controller such as a mouse, keyboard or touch ...marker-less hand/finger tracking and gesture recognition system using low-cost hardware is presented ...fast ... See full document

8

Recognition of Arabic Sign Language Alphabet Using Polynomial Classifiers

... gesture recognition [7, 8, ...human- hand gestures using a model-based ...smooth motion of the hand and fingers un- til the end of the gesture; static end position, for at least three ... See full document

10

Dynamic Hand Gesture Recognition using PCA, Pruning and ANN

... gesture recognition systems, appearance based and vision ...by using magnetic field trackers, instrumented (data) gloves, and body ...These tracking devices can detect fast and subtle movements of ... See full document

6

A Non parametric RDP Algorithm Based on Leap Motion

... Leap Motion can provide a good hand tracking algorithm, but is not enough for the recognition of complex ...better recognition of the gesture, so many scholars have carried out a lot of ... See full document

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FEATURE SELECTION USING MODIFIED ANT COLONY OPTIMIZATION APPROACH (FS MACO) BASED FIVE LAYERED ARTIFICIAL NEURAL NETWORK FOR CROSS DOMAIN OPINION MINING

... devices) using Internet ...gesture recognition system for gesture control on IoT ...gesture recognition system is proposed to classify the hand fingertip trajectory using Hidden Markov ... See full document

10

Isolated English alphabet speech recognition using wavelet cepstral coefficients and neural network

... In order to address these problems, many researches were conducted to further enhance the capability of the MFCCs. One such way used by various researchers was to adopt the wavelet transform. Research have shown that ... See full document

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REAL TIME HAND TRACKING AND GESTURE RECOGNITION SYSTEM

... i. Input: The input gesture is captured by camera. The camera used is Logitech HD Webcam C270. This webcam displays in 1280x720 max resolutions and 30fps (generally 3.0 megapixels). The higher the mega-pixel, the better ... See full document

13

Hand Gesture Recognition Approach for ASL Language Using Hand Extraction Algorithm

... identical. Using small size images in the da- tabase is less likely to cause any error even if resizing a picture may lead to information ...provides recognition up to 80% with some errors in extremely ... See full document

12

Hand Gesture Detection and Recognition System: A Critical Review

... The segmentation with skin color is often used in hand gesture segmentation procedure. The researcher’s mostly used color spaces are RGB, YCbCr and HSV. RGB color space is mixes three kinds of color information. ... See full document

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5. Gesture Recognition and Replication Using Geometrical Transforms and Servo Control System

... The motion of the thumb is somewhat more complicated since it involves rotations with respect to two separate ...basic hand anatomy, and the thumb is assumed to measure the same length as the person’s ... See full document

6

Phonetic Recognition of Arabic Alphabet letters using Neural Networks

... But recognition accuracy was only 10% in ...2001 recognition accuracy reached its current plateau of 80%, no longer growing with data or computing ...in recognition accuracy ... See full document

6

Hand Gesture Recognition System Using Kohonen Self Organizing Map

... each hand gestures representing letters A to Z, Space, Backspace and Enter keys were collected from different hand ...29 hand gesture images and the background ... See full document

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