Liang Lin

Title: Innovations by Liang Lin: A Pioneer in Three-Dimensional Scene Acquisition

Introduction: Liang Lin, an accomplished inventor based in Shenzhen, China, holds a notable portfolio of eight patents. His work primarily focuses on advancements in three-dimensional scene information acquisition methodologies and depth estimation technologies, contributing significantly to fields such as computer vision and machine learning.

Latest Patents: Among Liang Lin's latest patents is an innovative method for active three-dimensional scene information acquisition based on dimensionality-reduced sparse representation. This method processes multiple one-dimensional active detection signals collected synchronously, enabling three-dimensional positioning of objects in a detected scene or reconstructing the scene's structure. Utilizing an active detection system with one transmitter and multiple receivers, this invention achieves simultaneous three-dimensional positioning of multiple targets or reconstructs the geometry of the scene effectively.

Another recent invention involves a method and apparatus for depth estimation of monocular images, along with a corresponding storage medium. This technology harnesses a depth estimation neural network to derive a global feature of a monocular image by analyzing preset regions' absolute features and their relative attributes. The resulting predicted depth map enhances the interpretation and understanding of the image's spatial characteristics.

Career Highlights: Liang Lin's career has seen him associated with prominent institutions like Sun Yat-sen University and Shenzhen Sensetime Technology Co., Ltd. His roles at these organizations have allowed him to push the boundaries of research and development in cutting-edge technologies, solidifying his reputation as an industry innovator.

Collaborations: Throughout his career, Liang has collaborated with notable coworkers, including Ruimao Zhang and Qing Wang. These professional partnerships have not only facilitated knowledge sharing but have also contributed to the success of his innovative projects.

Conclusion: Liang Lin exemplifies the spirit of innovation within the tech industry. His patent contributions and robust collaborations with leading institutions demonstrate his commitment to advancing technology in three-dimensional scene acquisition and depth estimation. As he continues to innovate, Liang Lin remains a key figure in shaping the future of these essential fields.