Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304080500> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4304080500 abstract "Have you ever looked up at the sky and imagined what the clouds look like? In this work, we present an interesting task that augments clouds in the sky with imagined sketches. Different from generic image-to-sketch translation tasks, unique challenges are introduced: real-world clouds have different levels of similarity to something; sketch generation without sketch retrieval could lead to something unrecognizable; a retrieved sketch from some dataset cannot be directly used because of the mismatch of the shape; an optimal sketch imagination is subjective. We propose Cloud2Sketch, a novel self-supervised pipeline to tackle the aforementioned challenges. First, we pre-process cloud images with a cloud detector and a thresholding algorithm to obtain cloud contours. Then, cloud contours are passed through a retrieval module to retrieve sketches with similar geometrical shapes. Finally, we adopt a novel sketch translation model with built-in free-form deformation for aligning the sketches to cloud contours. To facilitate training, an icon-based sketch collection named Sketchy Zoo is proposed. Extensive experiments validate the effectiveness of our method both qualitatively and quantitatively." @default.
- W4304080500 created "2022-10-10" @default.
- W4304080500 creator A5032764121 @default.
- W4304080500 creator A5042537847 @default.
- W4304080500 creator A5048522863 @default.
- W4304080500 creator A5055469774 @default.
- W4304080500 creator A5084521327 @default.
- W4304080500 date "2022-10-10" @default.
- W4304080500 modified "2023-09-27" @default.
- W4304080500 title "Cloud2Sketch: Augmenting Clouds with Imaginary Sketches" @default.
- W4304080500 cites W1861492603 @default.
- W4304080500 cites W1972637091 @default.
- W4304080500 cites W2031640526 @default.
- W4304080500 cites W2062583931 @default.
- W4304080500 cites W2078474161 @default.
- W4304080500 cites W2104635202 @default.
- W4304080500 cites W2121927366 @default.
- W4304080500 cites W2128409098 @default.
- W4304080500 cites W2136435696 @default.
- W4304080500 cites W2158967129 @default.
- W4304080500 cites W2194775991 @default.
- W4304080500 cites W2466618734 @default.
- W4304080500 cites W2471581439 @default.
- W4304080500 cites W2738724892 @default.
- W4304080500 cites W2806828312 @default.
- W4304080500 cites W2932752459 @default.
- W4304080500 cites W2941405440 @default.
- W4304080500 cites W2945895945 @default.
- W4304080500 cites W2962793481 @default.
- W4304080500 cites W2963073614 @default.
- W4304080500 cites W2963109677 @default.
- W4304080500 cites W2963307918 @default.
- W4304080500 cites W2963351448 @default.
- W4304080500 cites W2963550242 @default.
- W4304080500 cites W2963636051 @default.
- W4304080500 cites W2963845150 @default.
- W4304080500 cites W2964323748 @default.
- W4304080500 cites W2977291973 @default.
- W4304080500 doi "https://doi.org/10.1145/3503161.3547810" @default.
- W4304080500 hasPublicationYear "2022" @default.
- W4304080500 type Work @default.
- W4304080500 citedByCount "1" @default.
- W4304080500 countsByYear W43040805002023 @default.
- W4304080500 crossrefType "proceedings-article" @default.
- W4304080500 hasAuthorship W4304080500A5032764121 @default.
- W4304080500 hasAuthorship W4304080500A5042537847 @default.
- W4304080500 hasAuthorship W4304080500A5048522863 @default.
- W4304080500 hasAuthorship W4304080500A5055469774 @default.
- W4304080500 hasAuthorship W4304080500A5084521327 @default.
- W4304080500 hasConcept C103278499 @default.
- W4304080500 hasConcept C111919701 @default.
- W4304080500 hasConcept C11413529 @default.
- W4304080500 hasConcept C115961682 @default.
- W4304080500 hasConcept C132900626 @default.
- W4304080500 hasConcept C154945302 @default.
- W4304080500 hasConcept C159437735 @default.
- W4304080500 hasConcept C199360897 @default.
- W4304080500 hasConcept C207347870 @default.
- W4304080500 hasConcept C23123220 @default.
- W4304080500 hasConcept C2779231336 @default.
- W4304080500 hasConcept C31972630 @default.
- W4304080500 hasConcept C41008148 @default.
- W4304080500 hasConcept C43521106 @default.
- W4304080500 hasConcept C79974875 @default.
- W4304080500 hasConcept C98045186 @default.
- W4304080500 hasConceptScore W4304080500C103278499 @default.
- W4304080500 hasConceptScore W4304080500C111919701 @default.
- W4304080500 hasConceptScore W4304080500C11413529 @default.
- W4304080500 hasConceptScore W4304080500C115961682 @default.
- W4304080500 hasConceptScore W4304080500C132900626 @default.
- W4304080500 hasConceptScore W4304080500C154945302 @default.
- W4304080500 hasConceptScore W4304080500C159437735 @default.
- W4304080500 hasConceptScore W4304080500C199360897 @default.
- W4304080500 hasConceptScore W4304080500C207347870 @default.
- W4304080500 hasConceptScore W4304080500C23123220 @default.
- W4304080500 hasConceptScore W4304080500C2779231336 @default.
- W4304080500 hasConceptScore W4304080500C31972630 @default.
- W4304080500 hasConceptScore W4304080500C41008148 @default.
- W4304080500 hasConceptScore W4304080500C43521106 @default.
- W4304080500 hasConceptScore W4304080500C79974875 @default.
- W4304080500 hasConceptScore W4304080500C98045186 @default.
- W4304080500 hasLocation W43040805001 @default.
- W4304080500 hasOpenAccess W4304080500 @default.
- W4304080500 hasPrimaryLocation W43040805001 @default.
- W4304080500 hasRelatedWork W2048249748 @default.
- W4304080500 hasRelatedWork W2349125667 @default.
- W4304080500 hasRelatedWork W2393091827 @default.
- W4304080500 hasRelatedWork W2780958195 @default.
- W4304080500 hasRelatedWork W2899307613 @default.
- W4304080500 hasRelatedWork W2945473631 @default.
- W4304080500 hasRelatedWork W3045756189 @default.
- W4304080500 hasRelatedWork W3131073374 @default.
- W4304080500 hasRelatedWork W4362715392 @default.
- W4304080500 hasRelatedWork W2971052914 @default.
- W4304080500 isParatext "false" @default.
- W4304080500 isRetracted "false" @default.
- W4304080500 workType "article" @default.