A5050836233- Advanced Vision and Imaging
- Power Systems and Technologies
- Image and Signal Denoising Methods
- Robotics and Sensor-Based Localization
- Smart Grid Energy Management
- Photopolymerization techniques and applications
- Robotic Path Planning Algorithms
- Generative Adversarial Networks and Image Synthesis
- Power Line Inspection Robots
- Medical Image Segmentation Techniques
- High-Voltage Power Transmission Systems
- Power Systems and Renewable Energy
- Computer Graphics and Visualization Techniques
- 3D Surveying and Cultural Heritage
- Brain Tumor Detection and Classification
- Integrated Energy Systems Optimization
- Microgrid Control and Optimization
- Model Reduction and Neural Networks
- Advanced Image Processing Techniques
- 3D Shape Modeling and Analysis
Texas A&M University
2024
State Grid Corporation of China (China)
2009-2018
Applying diffusion models to image-to-image translation (I2I) has recently received increasing attention due its practical applications. Previous attempts inject information from the source image into each denoising step for an iterative refinement, thus resulting in a time-consuming implementation. We propose efficient method that equips model with lightweight translator, dubbed Diffusion Model Translator (DMT), accomplish I2I. Specifically, we first offer theoretical justification...
With more wind power integrated into grid, its impact on voltage is larger so that the command farm should support and reactive in region required by system. Based this, a compensation control method proposed considering region. The of point interconnection (POI) chosen as controlled related divided three sections, namely, normal control, abnormal urgent control. Accordingly, modes are given, including mode, mode fault mode. In implementation, average specific period used to judge section....
In this paper, we introduce Era3D, a novel multiview diffusion method that generates high-resolution images from single-view image. Despite significant advancements in generation, existing methods still suffer camera prior mismatch, inefficacy, and low resolution, resulting poor-quality images. Specifically, these assume the input should comply with predefined type, e.g. perspective fixed focal length, leading to distorted shapes when assumption fails. Moreover, full-image or dense attention...
2D diffusion model, which often contains unwanted baked-in shading effects and results in unrealistic rendering the downstream applications. Generating Physically Based Rendering (PBR) materials instead of just RGB textures would be a promising solution. However, directly distilling PBR material parameters from models still suffers incorrect decomposition, such as albedo. We introduce DreamMat, an innovative approach to resolve aforementioned problem, generate high-quality text descriptions....
Neural implicit representations have revolutionized dense multi-view surface reconstruction, yet their performance significantly diminishes with sparse input views. A few pioneering works sought to tackle the challenge of sparse-view reconstruction by leveraging additional geometric priors or multi-scene generalizability. However, they are still hindered imperfect choice views, using images under empirically determined viewpoints provide considerable overlap. We propose PVP-Recon, a novel...
Heating system is an important part of home life. Electrical heating replaces the cogeneration for reason new requirements environment protection and energy to be grid-connected. Although many old coal-fired boilers are replaced by electric boilers, but there still difficulties all residents use centralized system. For those areas that do not have conditions deployment central system, can only their household This paper will present discuss a smart model with consideration random fluctuating...
Localization analysis of domestic and foreign coal mine mobile equipment application specificity inertial navigation technology underground space, study fiber optic gyro strap down is used in mining on relative measurement technology. According to the characteristics space without satellite-assisted navigation, combined with odometers accelerometers improve accuracy system are given optimal Kalman filter recursive equations, velocity platform error correction formula synergetic algorithm for...