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A tutorial on immersive video delivery: From omnidirectional video to holography
Video services are evolving from traditional two-dimensional video to virtual reality and
holograms, which offer six degrees of freedom to users, enabling them to freely move …
holograms, which offer six degrees of freedom to users, enabling them to freely move …
Cross-view recurrence-based self-supervised super-resolution of light field
Compared with external-supervised learning-based (ESLB) methods, self-supervised
learning-based (SSLB) methods can overcome the domain gap problem caused by different …
learning-based (SSLB) methods can overcome the domain gap problem caused by different …
Light field spatial super-resolution using deep efficient spatial-angular separable convolution
Light field (LF) photography is an emerging paradigm for capturing more immersive
representations of the real world. However, arising from the inherent tradeoff between the …
representations of the real world. However, arising from the inherent tradeoff between the …
Fast light field reconstruction with deep coarse-to-fine modeling of spatial-angular clues
Densely-sampled light fields (LFs) are beneficial to many applications such as depth
inference and post-capture refocusing. However, it is costly and challenging to capture them …
inference and post-capture refocusing. However, it is costly and challenging to capture them …
Learning-based light field imaging: an overview
Conventional photography can only provide a two-dimensional image of the scene, whereas
emerging imaging modalities such as light field enable the representation of higher …
emerging imaging modalities such as light field enable the representation of higher …
Accurate light field depth estimation with superpixel regularization over partially occluded regions
Depth estimation is a fundamental problem for light field photography applications.
Numerous methods have been proposed in recent years, which either focus on crafting cost …
Numerous methods have been proposed in recent years, which either focus on crafting cost …
Deep coarse-to-fine dense light field reconstruction with flexible sampling and geometry-aware fusion
A densely-sampled light field (LF) is highly desirable in various applications, such as 3-D
reconstruction, post-capture refocusing and virtual reality. However, it is costly to acquire …
reconstruction, post-capture refocusing and virtual reality. However, it is costly to acquire …
Dense light field coding: A survey
Light Field (LF) imaging is a promising solution for providing more immersive and closer to
reality multimedia experiences to end-users with unprecedented creative freedom and …
reality multimedia experiences to end-users with unprecedented creative freedom and …
Space-time super-resolution for light field videos
Light field (LF) cameras suffer from a fundamental trade-off between spatial and angular
resolutions. Additionally, due to the significant amount of data that needs to be recorded, the …
resolutions. Additionally, due to the significant amount of data that needs to be recorded, the …
Light field image compression using generative adversarial network-based view synthesis
Light field (LF) has become an attractive representation of immersive multimedia content for
simultaneously capturing both the spatial and angular information of the light rays. In this …
simultaneously capturing both the spatial and angular information of the light rays. In this …