Recognition awareness: adding awareness to pattern recognition using latent cognizance
This study investigates an application of a new probabilistic interpretation of a softmax output to Open-Set Recognition (OSR).Softmax is a mechanism wildly used in classification and object recognition. However, a softmax mechanism forces a model to operate under a closed-set paradigm, i.e., to pre...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-04-01
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| Series: | Heliyon |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S240584402200528X |