FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2950875947> ?p ?o ?g. }

• W2950875947 abstract "In this paper, we present a deep coupled framework to address the problem of matching sketch image against a gallery of mugshots. Face sketches have the essential in- formation about the spatial topology and geometric details of faces while missing some important facial attributes such as ethnicity, hair, eye, and skin color. We propose a cou- pled deep neural network architecture which utilizes facial attributes in order to improve the sketch-photo recognition performance. The proposed Attribute-Assisted Deep Con- volutional Neural Network (AADCNN) method exploits the facial attributes and leverages the loss functions from the facial attributes identification and face verification tasks in order to learn rich discriminative features in a common em- bedding subspace. The facial attribute identification task increases the inter-personal variations by pushing apart the embedded features extracted from individuals with differ- ent facial attributes, while the verification task reduces the intra-personal variations by pulling together all the fea- tures that are related to one person. The learned discrim- inative features can be well generalized to new identities not seen in the training data. The proposed architecture is able to make full use of the sketch and complementary fa- cial attribute information to train a deep model compared to the conventional sketch-photo recognition methods. Exten- sive experiments are performed on composite (E-PRIP) and semi-forensic (IIIT-D semi-forensic) datasets. The results show the superiority of our method compared to the state- of-the-art models in sketch-photo recognition algorithms" @default.
• W2950875947 created "2019-06-27" @default.
• W2950875947 creator A5008953033 @default.
• W2950875947 creator A5021852735 @default.
• W2950875947 creator A5076900687 @default.
• W2950875947 creator A5077626943 @default.
• W2950875947 creator A5084719864 @default.
• W2950875947 date "2018-07-31" @default.
• W2950875947 modified "2023-09-27" @default.
• W2950875947 title "Deep Sketch-Photo Face Recognition Assisted by Facial Attributes" @default.
• W2950875947 cites W1529520183 @default.
• W2950875947 cites W1529583686 @default.
• W2950875947 cites W1686810756 @default.
• W2950875947 cites W1834627138 @default.
• W2950875947 cites W1972953456 @default.
• W2950875947 cites W2053251013 @default.
• W2950875947 cites W2054831469 @default.
• W2950875947 cites W2063643424 @default.
• W2950875947 cites W2076829102 @default.
• W2950875947 cites W2108428911 @default.
• W2950875947 cites W2121604810 @default.
• W2950875947 cites W2136995369 @default.
• W2950875947 cites W2153288431 @default.
• W2950875947 cites W2158096215 @default.
• W2950875947 cites W2341755855 @default.
• W2950875947 cites W2435136795 @default.
• W2950875947 cites W2460464610 @default.
• W2950875947 cites W2462504098 @default.
• W2950875947 cites W2519810307 @default.
• W2950875947 cites W2563608705 @default.
• W2950875947 cites W2623978290 @default.
• W2950875947 cites W2734984521 @default.
• W2950875947 cites W2750979989 @default.
• W2950875947 cites W2781844406 @default.
• W2950875947 cites W2782373267 @default.
• W2950875947 cites W2795754649 @default.
• W2950875947 cites W2964154847 @default.
• W2950875947 cites W297909767 @default.
• W2950875947 cites W69951162 @default.
• W2950875947 cites W2624607299 @default.
• W2950875947 hasPublicationYear "2018" @default.
• W2950875947 type Work @default.
• W2950875947 sameAs 2950875947 @default.
• W2950875947 citedByCount "2" @default.
• W2950875947 countsByYear W29508759472019 @default.
• W2950875947 countsByYear W29508759472020 @default.
• W2950875947 crossrefType "posted-content" @default.
• W2950875947 hasAuthorship W2950875947A5008953033 @default.
• W2950875947 hasAuthorship W2950875947A5021852735 @default.
• W2950875947 hasAuthorship W2950875947A5076900687 @default.
• W2950875947 hasAuthorship W2950875947A5077626943 @default.
• W2950875947 hasAuthorship W2950875947A5084719864 @default.
• W2950875947 hasConcept C108583219 @default.
• W2950875947 hasConcept C11413529 @default.
• W2950875947 hasConcept C116834253 @default.
• W2950875947 hasConcept C127413603 @default.
• W2950875947 hasConcept C132900626 @default.
• W2950875947 hasConcept C144024400 @default.
• W2950875947 hasConcept C153180895 @default.
• W2950875947 hasConcept C154945302 @default.
• W2950875947 hasConcept C159437735 @default.
• W2950875947 hasConcept C201995342 @default.
• W2950875947 hasConcept C207347870 @default.
• W2950875947 hasConcept C2779231336 @default.
• W2950875947 hasConcept C2779304628 @default.
• W2950875947 hasConcept C2780451532 @default.
• W2950875947 hasConcept C31510193 @default.
• W2950875947 hasConcept C31972630 @default.
• W2950875947 hasConcept C32834561 @default.
• W2950875947 hasConcept C36289849 @default.
• W2950875947 hasConcept C41008148 @default.
• W2950875947 hasConcept C59822182 @default.
• W2950875947 hasConcept C86803240 @default.
• W2950875947 hasConcept C97931131 @default.
• W2950875947 hasConceptScore W2950875947C108583219 @default.
• W2950875947 hasConceptScore W2950875947C11413529 @default.
• W2950875947 hasConceptScore W2950875947C116834253 @default.
• W2950875947 hasConceptScore W2950875947C127413603 @default.
• W2950875947 hasConceptScore W2950875947C132900626 @default.
• W2950875947 hasConceptScore W2950875947C144024400 @default.
• W2950875947 hasConceptScore W2950875947C153180895 @default.
• W2950875947 hasConceptScore W2950875947C154945302 @default.
• W2950875947 hasConceptScore W2950875947C159437735 @default.
• W2950875947 hasConceptScore W2950875947C201995342 @default.
• W2950875947 hasConceptScore W2950875947C207347870 @default.
• W2950875947 hasConceptScore W2950875947C2779231336 @default.
• W2950875947 hasConceptScore W2950875947C2779304628 @default.
• W2950875947 hasConceptScore W2950875947C2780451532 @default.
• W2950875947 hasConceptScore W2950875947C31510193 @default.
• W2950875947 hasConceptScore W2950875947C31972630 @default.
• W2950875947 hasConceptScore W2950875947C32834561 @default.
• W2950875947 hasConceptScore W2950875947C36289849 @default.
• W2950875947 hasConceptScore W2950875947C41008148 @default.
• W2950875947 hasConceptScore W2950875947C59822182 @default.
• W2950875947 hasConceptScore W2950875947C86803240 @default.
• W2950875947 hasConceptScore W2950875947C97931131 @default.
• W2950875947 hasLocation W29508759471 @default.
• W2950875947 hasOpenAccess W2950875947 @default.
• W2950875947 hasPrimaryLocation W29508759471 @default.
• W2950875947 hasRelatedWork W2003507846 @default.

• next