Face image set classification with self-weighted latent sparse discriminative learning
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-05479-1
Abstract: Since image set classification has strong power to overcome various variations in illumination, expression, pose, and so on, it has drawn extensive attention in recent years. Noteworthily, the point-to-point distance-based methods have achieved the promising… read more here.
Keywords: classification; latent sparse; self weighted; image set ... See more keywords
Physics-Informed Neural Network-Based Open Set Classification of Neighboring Vehicle Motion for Decision-Making in Autonomous Driving
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DOI: 10.1109/access.2025.3613724
Abstract: In this paper, a method for inferring the motion intentions of a neighboring vehicle ahead of an ego vehicle using a physics-informed deep neural network-based open-set classification approach is proposed. Relative motion data from real-world… read more here.
Keywords: classification; physics informed; set classification; open set ... See more keywords
Discrete Metric Learning for Fast Image Set Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3212284
Abstract: In the field of image set classification, most existing works focus on exploiting effective latent discriminative features. However, it remains a research gap to efficiently handle this problem. In this paper, benefiting from the superiority… read more here.
Keywords: metric learning; set classification; image set; image ... See more keywords