Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s11263-022-01725-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7374 |
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oai:localhost:PNK-73742023-03-31T03:48:46Z Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks Haebom, Lee Christian, Homeyer Robert, Herzog outdoor lighting estimation deep neural networks CC BY In this work, we focus on outdoor lighting estimation by aggregating individual noisy estimates from images, exploiting the rich image information from wide-angle cameras and/or temporal image sequences. Photographs inherently encode information about the lighting of the scene in the form of shading and shadows. Recovering the lighting is an inverse rendering problem and as that ill-posed. Recent research based on deep neural networks has shown promising results for estimating light from a single image, but with shortcomings in robustness. 2023-03-31T03:48:46Z 2023-03-31T03:48:46Z 2023 Book https://link.springer.com/article/10.1007/s11263-022-01725-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7374 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
outdoor lighting estimation deep neural networks |
| spellingShingle |
outdoor lighting estimation deep neural networks Haebom, Lee Christian, Homeyer Robert, Herzog Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| description |
CC BY |
| format |
Book |
| author |
Haebom, Lee Christian, Homeyer Robert, Herzog |
| author_facet |
Haebom, Lee Christian, Homeyer Robert, Herzog |
| author_sort |
Haebom, Lee |
| title |
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| title_short |
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| title_full |
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| title_fullStr |
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| title_full_unstemmed |
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks |
| title_sort |
spatio-temporal outdoor lighting aggregation on image sequences using transformer networks |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s11263-022-01725-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7374 |
| _version_ |
1761912525423640576 |
| score |
8.891787 |