Computer-implemented method, computer-implemented diagnosis method, apparatus for classifying image, and computer-program product
US11410000B2 · kind B2 · utility
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Inventor
Key dates
| Filing date | Aug 8, 2019 |
| Grant date | Aug 9, 2022 |
| Priority date | — |
| Expiry date | Mar 15, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/03
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer-implemented method is provided. The computer-implemented method includes classifying an image using a classification model having a residual network. Classifying the image using the classification model includes inputting an input image into the residual network having N number of residual blocks sequentially connected, N≥2, (N−1) number of pooling layers respectively between two adjacent residual blocks of the N number of residual blocks, and (N−1) number of convolutional layers respectively connected to first to (N−1)-th residual blocks of the N number of residual blocks; processing outputs from the first to the (N−1)-th residual blocks of the N number of residual blocks respectively through the (N−1) number of convolutional layers; vectorizing outputs respectively from the (N−1) number of convolutional layers to generate (N−1) number of vectorized outputs; vectorizing an output from a last residual block of the N number of residual blocks to generate a last vectorized output.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.