FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204374989> ?p ?o ?g. }

• W3204374989 abstract "Dark environment becomes a challenge for computer vision algorithms owing to insufficient photons and undesirable noise. To enhance object detection in a dark environment, we propose a novel multitask auto encoding transformation (MAET) model which is able to explore the intrinsic pattern behind illumination translation. In a self-supervision manner, the MAET learns the intrinsic visual structure by encoding and decoding the realistic illumination-degrading transformation considering the physical noise model and image signal processing (ISP). Based on this representation, we achieve the object detection task by decoding the bounding box coordinates and classes. To avoid the over-entanglement of two tasks, our MAET disentangles the object and degrading features by imposing an orthogonal tangent regularity. This forms a parametric manifold along which multitask predictions can be geometrically formulated by maximizing the orthogonality between the tangents along the outputs of respective tasks. Our framework can be implemented based on the mainstream object detection architecture and directly trained end-to-end using normal target detection datasets, such as VOC and COCO. We have achieved the state-of-the-art performance using synthetic and real-world datasets. Codes will be released at https://github.com/cuiziteng/MAET." @default.
• W3204374989 created "2021-10-11" @default.
• W3204374989 creator A5003277535 @default.
• W3204374989 creator A5035551115 @default.
• W3204374989 creator A5042711470 @default.
• W3204374989 creator A5053647594 @default.
• W3204374989 creator A5059094652 @default.
• W3204374989 creator A5082230753 @default.
• W3204374989 date "2021-10-01" @default.
• W3204374989 modified "2023-09-30" @default.
• W3204374989 title "Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection" @default.
• W3204374989 cites W112999589 @default.
• W3204374989 cites W1526574624 @default.
• W3204374989 cites W1861492603 @default.
• W3204374989 cites W1987444808 @default.
• W3204374989 cites W2021347102 @default.
• W3204374989 cites W2031489346 @default.
• W3204374989 cites W2060488209 @default.
• W3204374989 cites W2099244020 @default.
• W3204374989 cites W2122410868 @default.
• W3204374989 cites W2136035751 @default.
• W3204374989 cites W2150721269 @default.
• W3204374989 cites W2254039850 @default.
• W3204374989 cites W2327935541 @default.
• W3204374989 cites W2507211415 @default.
• W3204374989 cites W2519963891 @default.
• W3204374989 cites W2566376500 @default.
• W3204374989 cites W2618530766 @default.
• W3204374989 cites W2783399029 @default.
• W3204374989 cites W2799265886 @default.
• W3204374989 cites W2892087962 @default.
• W3204374989 cites W2948760929 @default.
• W3204374989 cites W2952323569 @default.
• W3204374989 cites W2962767526 @default.
• W3204374989 cites W2963351448 @default.
• W3204374989 cites W2963766909 @default.
• W3204374989 cites W2964026145 @default.
• W3204374989 cites W2970103540 @default.
• W3204374989 cites W2981718299 @default.
• W3204374989 cites W2982376094 @default.
• W3204374989 cites W2990789488 @default.
• W3204374989 cites W3013338555 @default.
• W3204374989 cites W3035155487 @default.
• W3204374989 cites W3035731588 @default.
• W3204374989 cites W3105335430 @default.
• W3204374989 cites W3121661546 @default.
• W3204374989 cites W3123908264 @default.
• W3204374989 cites W3161732772 @default.
• W3204374989 doi "https://doi.org/10.1109/iccv48922.2021.00255" @default.
• W3204374989 hasPublicationYear "2021" @default.
• W3204374989 type Work @default.
• W3204374989 sameAs 3204374989 @default.
• W3204374989 citedByCount "19" @default.
• W3204374989 countsByYear W32043749892022 @default.
• W3204374989 countsByYear W32043749892023 @default.
• W3204374989 crossrefType "proceedings-article" @default.
• W3204374989 hasAuthorship W3204374989A5003277535 @default.
• W3204374989 hasAuthorship W3204374989A5035551115 @default.
• W3204374989 hasAuthorship W3204374989A5042711470 @default.
• W3204374989 hasAuthorship W3204374989A5053647594 @default.
• W3204374989 hasAuthorship W3204374989A5059094652 @default.
• W3204374989 hasAuthorship W3204374989A5082230753 @default.
• W3204374989 hasBestOaLocation W32043749892 @default.
• W3204374989 hasConcept C104317684 @default.
• W3204374989 hasConcept C11413529 @default.
• W3204374989 hasConcept C115961682 @default.
• W3204374989 hasConcept C125411270 @default.
• W3204374989 hasConcept C147037132 @default.
• W3204374989 hasConcept C153180895 @default.
• W3204374989 hasConcept C154945302 @default.
• W3204374989 hasConcept C17137986 @default.
• W3204374989 hasConcept C185592680 @default.
• W3204374989 hasConcept C204241405 @default.
• W3204374989 hasConcept C2524010 @default.
• W3204374989 hasConcept C2776151529 @default.
• W3204374989 hasConcept C31972630 @default.
• W3204374989 hasConcept C33923547 @default.
• W3204374989 hasConcept C41008148 @default.
• W3204374989 hasConcept C55493867 @default.
• W3204374989 hasConcept C57273362 @default.
• W3204374989 hasConcept C99498987 @default.
• W3204374989 hasConceptScore W3204374989C104317684 @default.
• W3204374989 hasConceptScore W3204374989C11413529 @default.
• W3204374989 hasConceptScore W3204374989C115961682 @default.
• W3204374989 hasConceptScore W3204374989C125411270 @default.
• W3204374989 hasConceptScore W3204374989C147037132 @default.
• W3204374989 hasConceptScore W3204374989C153180895 @default.
• W3204374989 hasConceptScore W3204374989C154945302 @default.
• W3204374989 hasConceptScore W3204374989C17137986 @default.
• W3204374989 hasConceptScore W3204374989C185592680 @default.
• W3204374989 hasConceptScore W3204374989C204241405 @default.
• W3204374989 hasConceptScore W3204374989C2524010 @default.
• W3204374989 hasConceptScore W3204374989C2776151529 @default.
• W3204374989 hasConceptScore W3204374989C31972630 @default.
• W3204374989 hasConceptScore W3204374989C33923547 @default.
• W3204374989 hasConceptScore W3204374989C41008148 @default.
• W3204374989 hasConceptScore W3204374989C55493867 @default.
• W3204374989 hasConceptScore W3204374989C57273362 @default.
• W3204374989 hasConceptScore W3204374989C99498987 @default.
• W3204374989 hasFunder F4320321001 @default.

• next