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Adaptive Video Subsampling for Energy-Efficient Object Detection
Background A critical performance requirement for embedded computer vision is energy-efficiency in order to preserve battery life for mobile and autonomous platforms. In particular, the image sensor and readout can take up a significant amount of energy in a computer vision pipeline, particularly if the sensor is capturing and processing video data...
Published: 2/23/2023   |   Inventor(s): Suren Jayasuriya, Sameeksha Katoch, Pavan Turaga, Andreas Spanias, Divya Mohan
Keywords(s):  
Category(s): Physical Science, Computing & Information Technology, Energy & Power, Imaging, Intelligence & Security