A5038795225- Human Pose and Action Recognition
- Hand Gesture Recognition Systems
- Gait Recognition and Analysis
- Geological Modeling and Analysis
- Radiomics and Machine Learning in Medical Imaging
- Machine Learning in Materials Science
- Robotics and Sensor-Based Localization
- Glioma Diagnosis and Treatment
- Simulation and Modeling Applications
Fudan University
2023
Wuhan University of Science and Technology
2020-2021
Summary With the continuous development of sensor technology, acquisition cost RGB‐D images is getting lower and lower, gesture recognition based on depth Red‐Green‐Blue (RGB) has gradually become a research direction in field pattern recognition. However, most current processing methods for are relatively simple, ignoring relationship influence between its two modes, unable to make full use correlation factors different modes. In view above problems, this paper optimizes effect information...
Gesture recognition is one of the important ways human‐computer interaction, which mainly detected by visual technology. The temporal and spatial features are extracted convolution video containing gesture. However, compared with calculation a single image, multiframe image dynamic gestures has more computation, complex feature extraction, network parameters, affects efficiency real‐time performance model. To solve above problems, gesture model based on CBAM‐C3D proposed. Key frame...
Radiotherapy plays an important role in the treatment of glioma, and predicting radiotherapy sensitivity can help physicians develop more individualized plans. However, few studies have used deep learning for glioma sensitivity. To better explore impact relationship between tumor neighboring regions on radiotherapy, we applied Graph Convolutional Networks (GCN) to Firstly, use core adjacent region as nodes, where Planning Target Volume (PTV) region. Secondly, PTV connected edge relationship....