Details
Presenter(s)
![Wilfred Kisku Headshot](https://confcats-catavault.s3.amazonaws.com/CATAVault/ieeecass/master/files/styles/cc_user_photo/s3/user-pictures/11461.jpg?h=2c4e73f8&itok=OS4A2hqU)
Display Name
Wilfred Kisku
- Affiliation
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AffiliationIndian Institute of Technology Jodhpur
- Country
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CountryIndia
Abstract
CMOS image sensors have been extensively used in applications that carry out image acquisition and conversion to the digital domain. The sensors have been extensively used in real-time applications that require them to be efficient in saving power. Off-chip processing of images either requires it to process over the cloud or use a general computational resource such as a CPU or a GPU. For making sensors more power-efficient a CNN model is developed that can be engraved on-chip with the sensor for image reconstruction after reading only a fraction (15 to 10%) of the pixels. The design is to be implemented and configured for the proposed CNN architecture.