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Novel View Synthesis Based on Similar Perspective
Computer Animation and Virtual WorldsABSTRACTNeural radiance fields (NeRF) technology has garnered significant attention due to its exceptional performance in generating high‐quality novel view images. In this study, we propose an innovative method that leverages the similarity between views to enhance the quality of novel view image generation.
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Synthesis: novel radiography view synthesis
2023Haofu Liao, S. Kevin Zhou, Jiebo Luo
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NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images
Computer Vision and Pattern RecognitionRecent advancements in generative models have significantly improved novel view synthesis (NVS) from multi-view data. However, existing methods depend on external multiview alignment processes, such as explicit pose estimation or pre-reconstruction ...
Lingen Li +9 more
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Robust 3D Gaussian Splatting for Novel View Synthesis in Presence of Distractors
German Conference on Pattern Recognition3D Gaussian Splatting has shown impressive novel view synthesis results; nonetheless, it is vulnerable to dynamic objects polluting the input data of an otherwise static scene, so called distractors.
Paul Ungermann +3 more
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WayveScenes101: A Dataset and Benchmark for Novel View Synthesis in Autonomous Driving
arXiv.orgWe present WayveScenes101, a dataset designed to help the community advance the state of the art in novel view synthesis that focuses on challenging driving scenes containing many dynamic and deformable elements with changing geometry and texture.
Jannik Zürn +7 more
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Deep Gradual-Conversion and Cycle Network for Single-View Synthesis
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023Xiaochun Cao +2 more
exaly
UAV-Satellite View Synthesis for Cross-View Geo-Localization
IEEE Transactions on Circuits and Systems for Video Technology, 2022Heng Tao Shen +2 more
exaly
A Multiple View Layered Representation for Dynamic Novel View Synthesis
Procedings of the British Machine Vision Conference 2003, 2003Keith Richard Connor, Ian Reid 0001
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Novel-view X-ray projection synthesis through geometry-integrated deep learning
Medical Image Analysis, 2022John Pauly, Liyue Shen, Wei Zhao
exaly
Novel View Synthesis for Unseen Surgery Recordings
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2023Mana Masuda +3 more
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