Nerf: Neural radiance field in 3d vision, a comprehensive review
Neural Radiance Field (NeRF), a new novel view synthesis with implicit scene
representation has taken the field of Computer Vision by storm. As a novel view synthesis …
representation has taken the field of Computer Vision by storm. As a novel view synthesis …
[PDF][PDF] The age of synthetic realities: Challenges and opportunities
Synthetic realities are digital creations or augmentations that are contextually generated
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …
Neurallift-360: Lifting an in-the-wild 2d photo to a 3d object with 360deg views
Virtual reality and augmented reality (XR) bring increasing demand for 3D content
generation. However, creating high-quality 3D content requires tedious work from a human …
generation. However, creating high-quality 3D content requires tedious work from a human …
Advances in neural rendering
Synthesizing photo‐realistic images and videos is at the heart of computer graphics and has
been the focus of decades of research. Traditionally, synthetic images of a scene are …
been the focus of decades of research. Traditionally, synthetic images of a scene are …
Fsgs: Real-time few-shot view synthesis using gaussian splatting
Novel view synthesis from limited observations remains a crucial and ongoing challenge. In
the realm of NeRF-based few-shot view synthesis, there is often a trade-off between the …
the realm of NeRF-based few-shot view synthesis, there is often a trade-off between the …
Sinnerf: Training neural radiance fields on complex scenes from a single image
Despite the rapid development of Neural Radiance Field (NeRF), the necessity of dense
covers largely prohibits its wider applications. While several recent works have attempted to …
covers largely prohibits its wider applications. While several recent works have attempted to …
Hyperreel: High-fidelity 6-dof video with ray-conditioned sampling
Volumetric scene representations enable photorealistic view synthesis for static scenes and
form the basis of several existing 6-DoF video techniques. However, the volume rendering …
form the basis of several existing 6-DoF video techniques. However, the volume rendering …
Nerf-ds: Neural radiance fields for dynamic specular objects
Abstract Dynamic Neural Radiance Field (NeRF) is a powerful algorithm capable of
rendering photo-realistic novel view images from a monocular RGB video of a dynamic …
rendering photo-realistic novel view images from a monocular RGB video of a dynamic …
SeaThru-NeRF: Neural radiance fields in scattering media
Research on neural radiance fields (NeRFs) for novel view generation is exploding with new
models and extensions. However, a question that remains unanswered is what happens in …
models and extensions. However, a question that remains unanswered is what happens in …
Neural point catacaustics for novel-view synthesis of reflections
View-dependent effects such as reflections pose a substantial challenge for image-based
and neural rendering algorithms. Above all, curved reflectors are particularly hard, as they …
and neural rendering algorithms. Above all, curved reflectors are particularly hard, as they …