FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3118797209> ?p ?o ?g. }

• W3118797209 abstract "We present a simple yet effective progressive self-guided loss function to facilitate deep learning-based salient object detection (SOD) in images. The saliency maps produced by the most relevant works still suffer from incomplete predictions due to the internal complexity of salient objects. Our proposed progressive self-guided loss simulates a morphological closing operation on the model predictions for progressively creating auxiliary training supervisions to step-wisely guide the training process. We demonstrate that this new loss function can guide the SOD model to highlight more complete salient objects step-by-step and meanwhile help to uncover the spatial dependencies of the salient object pixels in a region growing manner. Moreover, a new feature aggregation module is proposed to capture multi-scale features and aggregate them adaptively by a branch-wise attention mechanism. Benefiting from this module, our SOD framework takes advantage of adaptively aggregated multi-scale features to locate and detect salient objects effectively. Experimental results on several benchmark datasets show that our loss function not only advances the performance of existing SOD models without architecture modification but also helps our proposed framework to achieve state-of-the-art performance." @default.
• W3118797209 created "2021-01-18" @default.
• W3118797209 creator A5000581688 @default.
• W3118797209 creator A5013941213 @default.
• W3118797209 creator A5029912845 @default.
• W3118797209 creator A5053275663 @default.
• W3118797209 creator A5078376139 @default.
• W3118797209 date "2021-01-07" @default.
• W3118797209 modified "2023-09-27" @default.
• W3118797209 title "Progressive Self-Guided Loss for Salient Object Detection" @default.
• W3118797209 cites W1894057436 @default.
• W3118797209 cites W1903029394 @default.
• W3118797209 cites W1942214758 @default.
• W3118797209 cites W2002781701 @default.
• W3118797209 cites W2026014384 @default.
• W3118797209 cites W2028327943 @default.
• W3118797209 cites W2037954058 @default.
• W3118797209 cites W2038913936 @default.
• W3118797209 cites W2039313011 @default.
• W3118797209 cites W2055180303 @default.
• W3118797209 cites W2059753722 @default.
• W3118797209 cites W2060095179 @default.
• W3118797209 cites W2086791339 @default.
• W3118797209 cites W2121927366 @default.
• W3118797209 cites W2133515615 @default.
• W3118797209 cites W2133665775 @default.
• W3118797209 cites W2154741421 @default.
• W3118797209 cites W2161185676 @default.
• W3118797209 cites W2164084182 @default.
• W3118797209 cites W2171378720 @default.
• W3118797209 cites W2194775991 @default.
• W3118797209 cites W2293332611 @default.
• W3118797209 cites W2294182682 @default.
• W3118797209 cites W2437041077 @default.
• W3118797209 cites W2565639579 @default.
• W3118797209 cites W2572591920 @default.
• W3118797209 cites W2600525020 @default.
• W3118797209 cites W2740667773 @default.
• W3118797209 cites W2780708736 @default.
• W3118797209 cites W2793668851 @default.
• W3118797209 cites W2798791651 @default.
• W3118797209 cites W2798807298 @default.
• W3118797209 cites W2798825526 @default.
• W3118797209 cites W2801872748 @default.
• W3118797209 cites W2939217524 @default.
• W3118797209 cites W2948500402 @default.
• W3118797209 cites W2961348656 @default.
• W3118797209 cites W2963032190 @default.
• W3118797209 cites W2963112696 @default.
• W3118797209 cites W2963299740 @default.
• W3118797209 cites W2963420686 @default.
• W3118797209 cites W2963685207 @default.
• W3118797209 cites W2963840672 @default.
• W3118797209 cites W2963906836 @default.
• W3118797209 cites W2969377765 @default.
• W3118797209 cites W2980565715 @default.
• W3118797209 cites W2990984982 @default.
• W3118797209 cites W3097336090 @default.
• W3118797209 cites W3098389804 @default.
• W3118797209 cites W3098414035 @default.
• W3118797209 cites W3108948422 @default.
• W3118797209 cites W892735016 @default.
• W3118797209 doi "https://doi.org/10.48550/arxiv.2101.02412" @default.
• W3118797209 hasPublicationYear "2021" @default.
• W3118797209 type Work @default.
• W3118797209 sameAs 3118797209 @default.
• W3118797209 citedByCount "0" @default.
• W3118797209 crossrefType "posted-content" @default.
• W3118797209 hasAuthorship W3118797209A5000581688 @default.
• W3118797209 hasAuthorship W3118797209A5013941213 @default.
• W3118797209 hasAuthorship W3118797209A5029912845 @default.
• W3118797209 hasAuthorship W3118797209A5053275663 @default.
• W3118797209 hasAuthorship W3118797209A5078376139 @default.
• W3118797209 hasBestOaLocation W31187972091 @default.
• W3118797209 hasConcept C111919701 @default.
• W3118797209 hasConcept C13280743 @default.
• W3118797209 hasConcept C138885662 @default.
• W3118797209 hasConcept C14036430 @default.
• W3118797209 hasConcept C153180895 @default.
• W3118797209 hasConcept C154945302 @default.
• W3118797209 hasConcept C159985019 @default.
• W3118797209 hasConcept C160633673 @default.
• W3118797209 hasConcept C185798385 @default.
• W3118797209 hasConcept C192562407 @default.
• W3118797209 hasConcept C205649164 @default.
• W3118797209 hasConcept C2776401178 @default.
• W3118797209 hasConcept C2780719617 @default.
• W3118797209 hasConcept C2781238097 @default.
• W3118797209 hasConcept C41008148 @default.
• W3118797209 hasConcept C41895202 @default.
• W3118797209 hasConcept C4679612 @default.
• W3118797209 hasConcept C78458016 @default.
• W3118797209 hasConcept C86803240 @default.
• W3118797209 hasConcept C98045186 @default.
• W3118797209 hasConceptScore W3118797209C111919701 @default.
• W3118797209 hasConceptScore W3118797209C13280743 @default.
• W3118797209 hasConceptScore W3118797209C138885662 @default.
• W3118797209 hasConceptScore W3118797209C14036430 @default.
• W3118797209 hasConceptScore W3118797209C153180895 @default.
• W3118797209 hasConceptScore W3118797209C154945302 @default.

• next