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Real time and high-precision optical flow estimation is crucial for analyzing dynamic scenes in computer vision. Although traditional methods are fundamental, they often encounter issues with computation and accuracy, especially when executed on edge devices. The emergence of deep learning has driven the development of this field, providing higher accuracy, but at the cost of sacrificing computati...
A researcher from Aston University in Birmingham, UK, has received a grant of £ 625000 (approximately $850000) to help address the energy surge required for data centers.The UK’s Royal Academy of Engineering has announced the latest recipients of its fellowships which support engineers to solve a wide range of society’s challenges. Data center energy demand is described as “one of today’s most pre...
Zhang Jun, an academician team of Beijing University of Technology, pioneered the on chip spectral multiplexing perception architecture, and independently developed the first 100 channel megapixel hyperspectral real-time imaging device in the world, creating the world's highest light energy utilization rate. On November 7, the team's relevant achievements were published in the journal Nature, and ...
1. Research backgroundDirected energy deposition (DED), as an efficient and economical technology in the field of additive manufacturing (AM), is widely used in the manufacturing of metal materials. However, its high heating and cooling rates, as well as significant temperature gradients, often lead to rapid solidification, forming cross layer columnar grains and internal defects, seriously affect...
Dr. Kenichi Iga (85), Professor Emeritus at Tokyo University of Science, has been awarded the 2025 Honda Prize. The Honda Foundation announced that the award recognizes his outstanding contributions in proposing and advancing the commercialization of “surface-emitting lasers.” This type of semiconductor laser, characterized by its miniaturization, high-density integration, and low power consumptio...