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A vision chip with complementary pathways for open-world sensing

Image sensors face substantial challenges when dealing with dynamic, diverse and unpredictable scenes in open-world applications. However, the development of image sensors towards high speed, high resolution, large dynamic range and high precision is limited by power and bandwidth. Here we present a complementary sensing paradigm inspired by the human visual system that involves parsing visual information into primitive-based representations and assembling these primitives to form two complementary vision pathways: a cognition-oriented pathway for accurate cognition and an action-oriented pathway for rapid response. To realize this paradigm, a vision chip called Tianmouc is developed, incorporating a hybrid pixel array and a parallel-and-heterogeneous readout architecture. Leveraging the characteristics of the complementary vision pathway, Tianmouc achieves high-speed sensing of up to 10,000 fps, a dynamic range of 130 dB and an advanced figure of merit in terms of spatial

Optik-photonik
International-conference-on-computer-visionand-pattern-recognition
International-conference-proc
Elsevier
International-image-sensor-workshop
International-solid
International-conference-on-computer-vision
Electron-devices
High-performance-silicon-imaging
Integrated-imaging
Vision-techniques

X-ray vision: Tech could improve efficiency of pelvic fracture surgery

Machine learning could improve efficiency of X-ray-guided pelvic fracture surgery

Machine learning could improve efficiency of X-ray-guided pelvic fracture surgery
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

Vancouver
British-columbia
Canada
Benjamind-killeen
Mathias-unberath
Benjamin-killeen
Department-of-computer-science
Whiting-school-of-engineering
Johns-hopkins-university
School-of-medicine
Researchers-at-johns-hopkins-university
International-conference-on-medical-image-computing

High-precision superimposition of X-ray fluoroscopic images and 3D CT data

High-precision superimposition of X-ray fluoroscopic images and 3D CT data
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

Pragyan-shrestha
University-of-tsukuba
Medical-image-computing
Computer-assisted-intervention
Registration-using-scene-coordinate-regression

Researchers develop AI technology for image recognition in the medical field

Researchers develop AI technology for image recognition in the medical field
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

Myeongkyun-kang
Daegu-gyeongbuk-institute-of-science
Professor-park-of-the-department-robotics
Stanford-university
Sang-hyun-park
Professor-sang-hyun-park
Artificial-intelligence
Daegu-gyeongbuk-institute
Mechanical-engineering
Professor-park
Medical-image-computing
Computer-assisted-intervention
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