Causal interventional training for image recognition
Deep learning models often fit undesired dataset bias in training. In this paper, we formulate
the bias using causal inference, which helps us uncover the ever-elusive causalities among …
the bias using causal inference, which helps us uncover the ever-elusive causalities among …
Real-time depth video-based rendering for 6-DoF HMD navigation and light field displays
This paper presents a novel approach to provide immersive free navigation with 6 Degrees
of Freedom in real-time for natural and virtual scenery, for both static and dynamic content …
of Freedom in real-time for natural and virtual scenery, for both static and dynamic content …
Steered mixture-of-experts for light field images and video: Representation and coding
Research in light field (LF) processing has heavily increased over the last decade. This is
largely driven by the desire to achieve the same level of immersion and navigational …
largely driven by the desire to achieve the same level of immersion and navigational …
PatientHandNet: 3D Open-palm Hand Reconstruction from Sparse Multi-view Depth Images
Accurately reconstructing 3-D hand shapes of patients is important for immobilization device
customization, artificial limb generation, and hand disease diagnosis. Traditional 3-D hand …
customization, artificial limb generation, and hand disease diagnosis. Traditional 3-D hand …
Color correction for immersive video applications
A Dziembowski, D Mieloch, S Różek… - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, the color correction method developed for immersive video systems is
presented. The proposed method significantly increases the consistency of color …
presented. The proposed method significantly increases the consistency of color …
Virtual view synthesis for 3DoF+ video
A Dziembowski, D Mieloch… - 2019 Picture Coding …, 2019 - ieeexplore.ieee.org
The paper reports a new view synthesis method for omnidirectional video with the ability to
slightly displace a virtual viewpoint, ie the paper describes a novel synthesis method for …
slightly displace a virtual viewpoint, ie the paper describes a novel synthesis method for …
TWGAN: Twin discriminator generative adversarial networks
Generative Adversarial Networks (GAN) has become more and more popular these years.
However, it is difficult to train and suffers from the training instability problem. To tackle this …
However, it is difficult to train and suffers from the training instability problem. To tackle this …
Spatiotemporal redundancy removal in immersive video coding
In this paper, the authors describe two methods designed for reducing the spatiotemporal
redundancy of the video within the MPEG Immersive video (MIV) encoder: patch occupation …
redundancy of the video within the MPEG Immersive video (MIV) encoder: patch occupation …
[PDF][PDF] 6DoF 视频技术研究进展
王旭, 刘琼, 彭宗举, 侯军辉, 元辉, 赵铁松, 秦熠… - 中国图象图形学报, 2023 - cjig.cn
随着元宇宙概念的兴起, 以6 自由度(six degree of freedom, 6DoF) 视频为代表的新一代交互式
媒体技术得到产业界和学术界的广泛关注. 6DoF 视频隶属于多媒体通信领域 …
媒体技术得到产业界和学术界的广泛关注. 6DoF 视频隶属于多媒体通信领域 …
Bypassing depth maps transmission for immersive video coding
This paper addresses several downsides of the system under development in MPEG-I for
coding and transmission of immersive media. We present a solution, which enables Depth …
coding and transmission of immersive media. We present a solution, which enables Depth …