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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

Artificial Intelligence/Machine Learning Solutions in the Space Industry, 2023 Research Report - Enhancing Satellite Operations, Space Exploration, and Space Situational Awareness

Artificial Intelligence/Machine Learning Solutions in the Space Industry, 2023 Research Report - Enhancing Satellite Operations, Space Exploration, and Space Situational Awareness

Dublin
Ireland
Laura-wood
Satellite-health-management
E-st-office-hours-call
Satellite-network-management
Artificial-intelligence-machine-learning-solutions
Office-hours-call
Neural-network-nn-techniques
Machine-learning-solutions
Space-industry
Satellite-operations

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