Zobrazeno 1 - 10
of 4 005
pro vyhledávání: '"P. Bowyer"'
This work explores how human judgement about salient regions of an image can be introduced into deep convolutional neural network (DCNN) training. Traditionally, training of DCNNs is purely data-driven. This often results in learning features of the
Externí odkaz:
http://arxiv.org/abs/2410.16190
This paper studies how to synthesize face images of non-existent persons, to create a dataset that allows effective training of face recognition (FR) models. Two important goals are (1) the ability to generate a large number of distinct identities (i
Externí odkaz:
http://arxiv.org/abs/2409.02979
Publikováno v:
mBio, Vol 12, Iss 5 (2021)
Azole antifungals are the main treatment for fungal disease in humans. Many species are intrinsically resistant to azoles—in other words all members of the species are resistant without prior exposure—and we do not understand why.
Externí odkaz:
https://doaj.org/article/e38bfc8e81a24a91802f24520d356506
Appearance of a face can be greatly altered by growing a beard and mustache. The facial hairstyles in a pair of images can cause marked changes to the impostor distribution and the genuine distribution. Also, different distributions of facial hairsty
Externí odkaz:
http://arxiv.org/abs/2405.20062
Autor:
Wu, Haiyu, Tian, Sicong, Bhatta, Aman, Gutierrez, Jacob, Bezold, Grace, Argueta, Genesis, Ricanek Jr., Karl, King, Michael C., Bowyer, Kevin W.
Face Recognition models are commonly trained with web-scraped datasets containing millions of images and evaluated on test sets emphasizing pose, age and mixed attributes. With train and test sets both assembled from web-scraped images, it is critica
Externí odkaz:
http://arxiv.org/abs/2405.15965
A fundamental tenet of pattern recognition is that overlap between training and testing sets causes an optimistic accuracy estimate. Deep CNNs for face recognition are trained for N-way classification of the identities in the training set. Accuracy i
Externí odkaz:
http://arxiv.org/abs/2405.09403
Autor:
T. Weber, P. Bowyer, D. Rechid, S. Pfeifer, F. Raffaele, A. R. Remedio, C. Teichmann, D. Jacob
Publikováno v:
Earth's Future, Vol 8, Iss 9, Pp n/a-n/a (2020)
Abstract It is well established that Africa is particularly exposed to climate extremes including heat waves, droughts, and intense rainfall events. How exposed Africa is to the co‐occurrence of these events is however virtually unknown. This study
Externí odkaz:
https://doaj.org/article/b4ebde2f66044642b8ad86b6d4abc852
Autor:
Caceres, Fernando Moya, Al-Hourani, Akram, Atapattu, Saman, Aygur, Michael, Kandeepan, Sithamparanathan, Fu, Jing, Wang, Ke, Rowe, Wayne S. T., Bowyer, Mark, Krusevac, Zarko, Arbon, Edward
This research paper delves into interference mitigation within Low Earth Orbit (LEO) satellite constellations, particularly when operating under constraints of limited radio environment information. Leveraging cognitive capabilities facilitated by th
Externí odkaz:
http://arxiv.org/abs/2402.12103
Autor:
Khan, Siamul Karim, Tinsley, Patrick, Mitcheff, Mahsa, Flynn, Patrick, Bowyer, Kevin W., Czajka, Adam
Synthesis of same-identity biometric iris images, both for existing and non-existing identities while preserving the identity across a wide range of pupil sizes, is complex due to intricate iris muscle constriction mechanism, requiring a precise mode
Externí odkaz:
http://arxiv.org/abs/2312.12028
The first layer of a deep CNN backbone applies filters to an image to extract the basic features available to later layers. During training, some filters may go inactive, mean ing all weights in the filter approach zero. An inactive fil ter in the fi
Externí odkaz:
http://arxiv.org/abs/2312.00072