A5038475618- Generative Adversarial Networks and Image Synthesis
- Hydraulic and Pneumatic Systems
- Real-time simulation and control systems
- Advanced Neural Network Applications
- Human Pose and Action Recognition
- Industrial Vision Systems and Defect Detection
- Vehicle Dynamics and Control Systems
- Magnetic properties of thin films
- Cavitation Phenomena in Pumps
- Legume Nitrogen Fixing Symbiosis
- Medical Image Segmentation Techniques
- Turbomachinery Performance and Optimization
- Face recognition and analysis
- Dynamics and Control of Mechanical Systems
- Aerodynamics and Fluid Dynamics Research
- 3D Shape Modeling and Analysis
- Plant-Microbe Interactions and Immunity
- Mycorrhizal Fungi and Plant Interactions
- Magnetic Properties and Applications
- Magnetic Properties of Alloys
- Video Surveillance and Tracking Methods
Donghua University
2022-2023
Northeastern University
2022
Guangxi University
2019
Sun Yat-sen University
2015
Shanghai Institute of Landscape Gardening
2015
Purpose Existing clothing parsing methods make little use of dataset-level information. This paper aims to propose a novel method which utilizes higher-level outfit combinatorial consistency knowledge from the whole dataset improve accuracy segmenting images. Design/methodology/approach In this paper, authors an Outfit Memory Net (OMNet) that augments original feature by aggregating prior combination Specifically, design Matrix (OM) represent information single image and Module (OMM) store...
Nowadays, semi-supervised learning has achieved greatly in computer aided cardiac segmentation, which utilized unlabeled data to cut annotation cost and improve the network performance. However, most existing methods neglect contour constrain of often lead inaccurate segmentation result, particularly around boundaries. In this paper, we proposed a novel self-ensembling approach for leverage information labeled data. To achieve this, develop an elliptical descriptor describe several sets...
Clothing parsing plays an important role in the fashion industry, and it is also a significant branch of semantic segmentation. The advanced related work explores various methods to efficiently aggregate contextual information, but they do not clearly distinguish difference different relationships. In this paper, we propose novel network based on Context Prior Flow Alignment Pyramid for clothing parsing. Specifically, effectively establish original context map exploit intra-class inter-class...
In this paper, the multidisciplinary coupled dynamics simulation method and reliability modeling are studied for problems of low accuracy, stuck strength degradation aero engines. Based on ADAMS software platform, parametric modelling is proposed aero-engine guide vane adjustment mechanism variable geometry turbine, model simulated. The effects dimensional uncertainty, component deformation, load uncertainty considered. Through analysis, key factors affecting can be identified guidance...
Aiming at the problem of performance degradation caused by long-time running aero-engine rear variable area bypass injector, fatigue strength components will be degraded under action load, and these lead to mechanism, failing in adjustment accuracy meet design requirements. The also failure mechanism speed regulation, resulting engine's cycle, which turn affects overall aircraft flight.
As a branch of semantic segmentation, clothing parsing is great research value and can be applied in many practical aspects. In this paper, we propose novel network, which aggregates dual context information to augment pixel representation. Specifically, extend the FCN with Attention Class Feature Module (ACFM) Pixel Correlation (PCM) capture class-level global respectively. ACFM used through coarse-to-fine segmentation structure, describes average features each class on image. The attention...
Abstract Aiming at the problem of motion accuracy caused by dispersive dispersion in design aero-engine rear variable area bypass injector, a multi-body dynamics model mapping dimension tolerance, part flexibility, and collision contact is established based on theory ADAMS. The simulation results are verified with theoretical solution, which calculated MATLAB to ensure correctness simulation’s results. effect key variables mechanism analyzed parametric module. reliability calculation method...