Zhihan Wang

Title: Zhihan Wang: Innovator in Image Fusion Technology

Introduction

Zhihan Wang is a prominent inventor based in Hong Kong, CN. He has made significant contributions to the field of image processing, particularly through his innovative patent related to image fusion technology. His work focuses on enhancing the quality and resolution of images by integrating multiple modalities.

Latest Patents

Zhihan Wang holds a patent for a groundbreaking technology titled "Diffusion-based multiple-modality image fusion." This invention utilizes an image-guided diffusion network that incorporates two Convolution Neural Networks (CNNs). The process begins with the concatenation of a RGB image and an IR image, along with a Gaussian noise image, which are then input into a denoising neural network. This network effectively merges information from the RGB and IR images while removing noise over multiple iterations. Following this, an enhancement neural network up-samples the images for Super Resolution (SR) and convolutes to create a condition vector that controls Global Feature Modulation (GFM) across three convolution layers, resulting in a SRGFM enhanced fusion image. The architecture employs adaptive group normalization blocks within Adaptive Bottleneck Residual (ABR) blocks, facilitating the embedding of timesteps in both the denoising and enhancement networks. Global image features are detected through a triple convolution of the image input, generating the condition vector that regulates feature modulation blocks at three convolution layers.

Career Highlights

Zhihan Wang is affiliated with the Hong Kong Applied Science and Technology Research Institute Company Limited, where he continues to advance his research and development efforts. His work has garnered attention for its innovative approach to image processing and its potential applications in various fields.

Collaborations

Zhihan collaborates with fellow researcher Yan Huo, contributing to the advancement of technology in their field.

Conclusion

Zhihan Wang's contributions to image fusion technology exemplify the innovative spirit of modern inventors. His patent demonstrates a significant leap in image processing capabilities, showcasing the potential for enhanced imaging solutions in various applications.