Matches in SemOpenAlex for { <https://semopenalex.org/work/W2973606075> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W2973606075 endingPage "212" @default.
- W2973606075 startingPage "197" @default.
- W2973606075 abstract "Bird species classification is a challenging task in the field of computer vision because of its fine-grained nature, which in turn can lead to high interclass similarities. An important aspect for many fine-grained categorization problems involves processing of local-level semantics. This highlights the need for accurate part detection/localization. In this work, we propose a two-step approach to address the problem of bird part localization from an input image. In the first step, a Faster RCNN (FRCNN) is learnt to suggest possible bird part regions. However, the part region proposals given by Faster RCNN are not always precise. To refine these, a second step involving a CNN-based part classifier, trained only on bird part segments is used. Both FRCNN and CNN part classifiers are trained separately in a supervised manner. The part classifier effectively builds upon the FRCNN region proposals, as it is trained on more specific data as compared to FRCNN. We evaluate the proposed framework on the standard CUB-200-2011 bird dataset, as well as on a newly collected IIT Mandi bird dataset, where the latter is used only during testing." @default.
- W2973606075 created "2019-09-26" @default.
- W2973606075 creator A5018647189 @default.
- W2973606075 creator A5091748859 @default.
- W2973606075 date "2019-09-20" @default.
- W2973606075 modified "2023-09-24" @default.
- W2973606075 title "Faster RCNN-CNN-Based Joint Model for Bird Part Localization in Images" @default.
- W2973606075 cites W1536680647 @default.
- W2973606075 cites W1677409904 @default.
- W2973606075 cites W1955942245 @default.
- W2973606075 cites W2049248196 @default.
- W2973606075 cites W2091759811 @default.
- W2973606075 cites W2102605133 @default.
- W2973606075 cites W2104657103 @default.
- W2973606075 cites W2141200610 @default.
- W2973606075 cites W2163352848 @default.
- W2973606075 cites W2167229723 @default.
- W2973606075 cites W2202499615 @default.
- W2973606075 cites W2247349754 @default.
- W2973606075 cites W2289708887 @default.
- W2973606075 cites W2479109623 @default.
- W2973606075 cites W2765268259 @default.
- W2973606075 cites W2963779825 @default.
- W2973606075 doi "https://doi.org/10.1007/978-981-32-9291-8_17" @default.
- W2973606075 hasPublicationYear "2019" @default.
- W2973606075 type Work @default.
- W2973606075 sameAs 2973606075 @default.
- W2973606075 citedByCount "0" @default.
- W2973606075 crossrefType "book-chapter" @default.
- W2973606075 hasAuthorship W2973606075A5018647189 @default.
- W2973606075 hasAuthorship W2973606075A5091748859 @default.
- W2973606075 hasConcept C127413603 @default.
- W2973606075 hasConcept C153180895 @default.
- W2973606075 hasConcept C154945302 @default.
- W2973606075 hasConcept C170154142 @default.
- W2973606075 hasConcept C18555067 @default.
- W2973606075 hasConcept C31972630 @default.
- W2973606075 hasConcept C41008148 @default.
- W2973606075 hasConceptScore W2973606075C127413603 @default.
- W2973606075 hasConceptScore W2973606075C153180895 @default.
- W2973606075 hasConceptScore W2973606075C154945302 @default.
- W2973606075 hasConceptScore W2973606075C170154142 @default.
- W2973606075 hasConceptScore W2973606075C18555067 @default.
- W2973606075 hasConceptScore W2973606075C31972630 @default.
- W2973606075 hasConceptScore W2973606075C41008148 @default.
- W2973606075 hasLocation W29736060751 @default.
- W2973606075 hasOpenAccess W2973606075 @default.
- W2973606075 hasPrimaryLocation W29736060751 @default.
- W2973606075 hasRelatedWork W1891287906 @default.
- W2973606075 hasRelatedWork W1969923398 @default.
- W2973606075 hasRelatedWork W2021592657 @default.
- W2973606075 hasRelatedWork W2036807459 @default.
- W2973606075 hasRelatedWork W2144724818 @default.
- W2973606075 hasRelatedWork W2229312674 @default.
- W2973606075 hasRelatedWork W2755342338 @default.
- W2973606075 hasRelatedWork W2772917594 @default.
- W2973606075 hasRelatedWork W2951359407 @default.
- W2973606075 hasRelatedWork W3116076068 @default.
- W2973606075 isParatext "false" @default.
- W2973606075 isRetracted "false" @default.
- W2973606075 magId "2973606075" @default.
- W2973606075 workType "book-chapter" @default.