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Light Field Diffusion for Single-View Novel View Synthesis
IEEE AccessSingle-view novel view synthesis, the task of generating images from new viewpoints based on a single reference image, is important but challenging in computer vision.
Yifeng Xiong +5 more
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Novel-View Acoustic Synthesis [PDF]
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Accepted at CVPR 2023.
Chen, C +6 more
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Inovis: Instant Novel-View Synthesis [PDF]
SIGGRAPH Asia 2023 Conference Papers, 2023 Novel-view synthesis is an ill-posed problem in that it requires inference of previously unseen information. Recently, reviving the traditional field of image-based rendering, neural methods proved particularly suitable for this interpolation ...
Mathias Harrer +4 more
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View-LSTM: Novel-View Video Synthesis Through View Decomposition [PDF]
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019 We tackle the problem of synthesizing a video of multiple moving people as seen from a novel view, given only an input video and depth information or human poses of the novel view as prior. This problem requires a model that learns to transform input features into target features while maintaining temporal consistency.
Mohamed Ilyes Lakhal +2 more
core +4 more sources
Large-Scale Indoor Visual–Geometric Multimodal Dataset and Benchmark for Novel View Synthesis [PDF]
SensorsThe accurate reconstruction of indoor environments is crucial for applications in augmented reality, virtual reality, and robotics. However, existing indoor datasets are often limited in scale, lack ground truth point clouds, and provide insufficient ...
Junming Cao +2 more
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Novel-View Synthesis of Human Tourist Photos [PDF]
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022 We present a novel framework for performing novel-view synthesis on human tourist photos. Given a tourist photo from a known scene, we reconstruct the photo in 3D space through modeling the human and the background independently.
Jonathan Freer +4 more
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Novel View Synthesis with Diffusion Models [PDF]
CoRR, 2022 We present 3DiM, a diffusion model for 3D novel view synthesis, which is able to translate a single input view into consistent and sharp completions across many views. The core component of 3DiM is a pose-conditional image-to-image diffusion model, which takes a source view and its pose as inputs, and generates a novel view for a target pose as output.
Daniel Watson +5 more
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Novel View Synthesis With Skip Connections
2020 IEEE International Conference on Image Processing (ICIP), 2020 Novel view synthesis is the task of synthesizing an image of an object at an arbitrary viewpoint given one or a few views of the object [1]. The output image of novel view synthesis exhibits a significant structural change from the input. Because of the large change, the skip connections or U-Net architecture, which can sustain the multi-level ...
Juhyeon Kim, Young Min Kim 0001
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Review: Techniques in Egocentric Multi-View Image Analysis: Advances, Challenges, and Future Directions [PDF]
Journal of ImagingEgocentric multi-view image analysis refers to the processing of utilizing synchronized video streams captured from multiple wearable cameras worn on the head or body, providing complementary first-person perspectives of dynamic, real-world interactions.
Duc Tri Phan, Hong Duc Nguyen
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Self-Supervised Visibility Learning for Novel View Synthesis [PDF]
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 accepted to ...
Yujiao Shi 0002 +2 more
openaire +6 more sources