git clone https://github.com/Ha0Tang/HandGestureRecognitioncdHandGestureRecognition/ This code requires MATLAB. Please install it. Dataset Preparation For Cambridge Hand Gesture or Northwestern Hand Gesture, the datasets must be downloaded beforehand. Please download them on the respective webpages. Ple...
SJTU CS386 Project: Real-time Dynamic Hand Gesture Recognition real-timecomputer-visiondeep-learningconvolutional-neural-networksgesture-recognitionkeras-tensorflow Readme Activity 8stars 2watching 0forks Report repository Releases No releases published ...
To communicate with one another hand, gesture is very important. The task of using the hand gesture in technology is influenced by a very common way humans communicate with the natural environment. The recognizing and finding pose estimation of hand comes under the area of hand gesture analysis....
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention物格意诚 哈尔滨工业大学 工程硕士 目录 收起 贡献: 0.MultiHeadedAttention recap 1.模型结构 1.如何构建图,并基于self-attention学习node feature和edge feature 2.spatial mask & temporal mask 总结 ...
M. (2016). Static and dynamic hand gesture recognition in depth data using dynamic time warping. IEEE Transactions on Instrumentation and Measurement, 65(2), 305–316. Sakoe, H., & Chuba, S. (1978). Dynamic programming algorithm optimization for spoken word recognition. IEEE Transactions on ...
The source code is avail- able at https://github.com/faceeyes/M3DFEL. 1. Introduction Facial expressions are essential in communication [26, 27, 45]. Understanding the emotions of others through their facial expressions is critical during conversations. Thus, ...
This information is extracted by technologies for the gesture, facial expression, speech and hand- writing recognition (see Figure 1). On the other hand, information about the concepts connected to the input is given using an ontol- ogy defined according to the interaction context. The ...
dynamic hand gesture recognition; japanese sign language (JSL); effective feature selection; machine learning; hand skeleton points1. Introduction Sign language is an important human communication tool that can be extended to enhance human–computer interaction. It has also contributed to communication ...
Within the framework of the recognition of human activities, sensors are generally placed on the following body positions: waist, thigh, necklace, wrist, chest, hip, lower back, trunk, shanks, ankle, pocket, hand, back pack, torso, ear, etc. (see Figure 6). A long line of research work...
The hand gesture poses used in this study to evaluate gesture recognition accuracy using the AI-based GNN are shown in Fig. 2d. We used a total of 18 gestures, which included resting (1), static (13), and dynamic gestures (4). Preprocessing The best-suited sensor position among positions...