Efficient virtual data search for annotation‐free vehicle reidentification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22829
Abstract: Vehicle reidentification (re‐ID) is the task of retrieving the same vehicle across nonoverlapping cameras, which has made significant progress with the help of abundant manually annotated real images. To avoid the time‐consuming and tedious labeling… read more here.
Keywords: vehicle; data search; annotation free; virtual data ... See more keywords
Annotation-free learning of plankton for classification and anomaly detection
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DOI: 10.1038/s41598-020-68662-3
Abstract: The acquisition of increasingly large plankton digital image datasets requires automatic methods of recognition and classification. As data size and collection speed increases, manual annotation and database representation are often bottlenecks for utilization of machine… read more here.
Keywords: anomaly detection; classification; plankton; annotation free ... See more keywords
An Annotation-Free Restoration Network for Cataractous Fundus Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3147854
Abstract: Cataracts are the leading cause of vision loss worldwide. Restoration algorithms are developed to improve the readability of cataract fundus images in order to increase the certainty in diagnosis and treatment for cataract patients. Unfortunately,… read more here.
Keywords: restoration; fundus; network; cataractous fundus ... See more keywords