Transfer deep feature learning for face sketch recognition
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04242-5
Abstract: Sketch-to-photo recognition is an important challenge in face recognition because it requires matching face images in different domains. Even the deep learning, which has recently been deployed in face recognition, is not efficient for face… read more here.
Keywords: face sketch; recognition; transfer deep; sketch recognition ... See more keywords
Sketch recognition using transfer learning
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DOI: 10.1007/s11042-018-7067-1
Abstract: Humans have an excellent ability to recognize freehand sketch drawings despite their abstract and sparse structures. Understanding freehand sketches with automated methods is a challenging task due to the diversity and abstract structures of these… read more here.
Keywords: recognition; recognition using; transfer learning; sketch recognition ... See more keywords
Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2020.3023055
Abstract: For the past few decades, machines have replaced humans in several disciplines. However, machine cognition still lags behind the human capabilities. We address the machines’ ability to recognize human drawn sketches in this work. Visual… read more here.
Keywords: recognition; attention; vector images; sketch recognition ... See more keywords