Hung-Yu Tseng

Title: The Innovative Mind of Hung-Yu Tseng

Introduction

Hung-Yu Tseng is a notable inventor based in Merced, CA (US). He has made significant contributions to the field of image manipulation, holding a total of 4 patents. His work focuses on utilizing neural networks to enhance image processing techniques.

Latest Patents

One of Hung-Yu Tseng's latest patents is titled "Image manipulation by text instruction." This innovative method describes how to generate an output image from an input image and an input text instruction that specifies a location and a modification of an edit applied to the input image. The process involves a neural network that includes an image encoder, an image decoder, and an instruction attention network. The method begins by receiving the input image and the input text instruction. It then extracts features from the input image using the image encoder. Following this, it generates a spatial feature and a modification feature from the input text instruction using the instruction attention network. The edited image feature is created from the input image feature, the spatial feature, and the modification feature. Finally, the output image is generated from the edited image feature using the image decoder.

Career Highlights

Hung-Yu Tseng has worked with prominent companies such as Google Inc. and Adobe Inc. His experience in these leading tech firms has allowed him to refine his skills and contribute to groundbreaking projects in image processing and manipulation.

Collaborations

Some of his notable coworkers include Tianhao Zhang and Weilong Yang. Their collaborative efforts have likely contributed to the innovative advancements in their respective fields.

Conclusion

Hung-Yu Tseng is a remarkable inventor whose work in image manipulation through neural networks showcases his innovative spirit and technical expertise. His contributions continue to influence the field of image processing, paving the way for future advancements.