[PDF] Top 20 Finger estimation method for hand gesture recognition

... language recognition [1] [2] [3] [4], and other similar applications like sign lan- guage interpreter for deaf people [5] and robot control [6] ...a gesture recognition method which uses ... See full document

... novel method for designing threshold models in a conditional random field (CRF) model which performs an adaptive threshold for distinguishing between signs in a vocabulary and non-sign ...a hand ... See full document

... and recognition of faces and hand gestures ...and hand gestures has tremendous potential in applications such as teleconferencing, telemedicine, and advanced interfaces for ...HCI. Hand ... See full document

... The Data glove construct using optical and mechanical sensor connect to a glove which will convert finger flexion’s into some electrical signals for identifying the hand posture. This technique blocks the ... See full document

... a method is proposed which employs tracking the tip of the fingers using a single ...a finger with the help of a fingertip paves way for increased expression of ... See full document

... The Faster-RCNN algorithm directly inputs the entire detection image into the CNN for feature extraction, then outputs a proposed window with Region Proposal Network (RPN). Each image generates a recommended window for ... See full document

... pattern recognition training times for ...pattern recognition algorithms were ...10 hand and finger gestures under 4 arm positions, were collected and processed, and a set of features was ... See full document

... mandate method for communicating to hearing challenged person and deaf ...unique hand gestures. Recognition processes involve extracting the meaningful features from these gestures and interpret the ... See full document

... the hand gesture recognition. Also, the method has a requirement of smoothing technology to enhance the value of little ...this method is troubled with long training time, slow search ... See full document

... activity recognition based on various sensing technologies environmental, vision along with wearable ...next method depends on the communication between user with objects, presuming that the utilization of ... See full document

... common method used is to extract the skin color from the input ...applied hand motion or both skin color and motion to extract the ...the hand shape provides a great benefit in features extraction ... See full document

... the method which separates out region of an image corresponding to object which we wants to ...this method we focused on Hand gestures hence this approach uses the skill color segmentation ... See full document

... the hand region skeleton is performed using a distance transformation-based method: the chamfer distance trans- formation ...the hand region (local ...a hand region skeleton from a binary ... See full document

... for gesture recognition: template matching, dictionary look-up, statistical matching, linguistic matching, neural network and ad hoc ...dynamic hand gesture ...faster recognition in ... See full document

... the hand trajectory for HGR or extract the hand area for HPR, the target hand area needs to be segmented from the background and tracked throughout the video ...for Hand Segmentation and ... See full document

... proposed hand gesture detection and recognition method to detect hand movements , and then through the hand gestures, control commands are sent to the system that enable user to ... See full document

... a hand gesture recognition device i.e. a hand to machine cross-point device responsible for providing real-time gesture, spot and orientation information ...dynamic hand ... See full document

... human hand identification at a distance has recently gained more interest. Hand gesture is a potential behavioural feature and many allied studies have demonstrated that it has a rich potential as a ... See full document

... of hand gesture recognition is virtual reality (VR) ...a recognition rate of up to 100% over various numbers of test ...this recognition system is the foremost footstep towards virtual ... See full document

... language recognition by applying K-means based Radial basis function neural ...this method is that it is rotation invariants for gesture ...this method first principal component of the ... See full document