IEEE

Open-Set Classification of Maritime Radar Small Targets Using OpenMax Layer and Supervised ...

Abstract: Open-set classification of small targets in high-resolution maritime radars is a difficult problem. Due to various small targets, classifiers in service always encounter samples from unknown ...
IEEE

Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery

Existing remote-sensing scene image (RSSI) classification methods usually rely on the static closed-set assumption that testing samples do not belong to unknown classes. However, practical ...
GitHub

open-set-classification

OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss. OpenLoss: This repository discloses ...
GitHub

open-set-classification

Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23) OpenLoss: This repository discloses cost functions designed ...