Blar i Institutt for datateknologi og informatikk på tidsskrift "Computer Vision and Image Understanding"
Viser treff 1-3 av 3
-
Looking beyond appearances: Synthetic training data for deep CNNs in re-identification
(Journal article; Peer reviewed, 2018)Re-identification is generally carried out by encoding the appearance of a subject in terms of outfit, suggesting scenarios where people do not change their attire. In this paper we overcome this restriction, by proposing ... -
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data
(Peer reviewed; Journal article, 2020)We propose a novel pathology-sensitive deep learning model (PS-DeVCEM) for frame-level anomaly detection and multi-label classification of different colon diseases in video capsule endoscopy (VCE) data. Our proposed model ... -
Spatially sensitive statistical shape analysis for pedestrian recognition from LIDAR data
(Journal article, 2018)Range-based pedestrian recognition is instrumental towards the development of autonomous driving and driving assistance systems. This work introduces encoding methods for pedestrian recognition, based on statistical shape ...