Novel View Synthesis
Novel View Synthesis is a computer vision technique aimed at synthesizing target images from arbitrary target camera poses using given source images and their camera poses. This task achieves high-quality view reconstruction of 3D scenes through methods such as NeRF (Neural Radiance Fields) and MPI (Multi-Plane Images), and is widely applied in fields like virtual reality, augmented reality, and 3D reconstruction, holding significant practical value.
LLFF
TensoRF + NeRFLiX
Mip-NeRF 360
NeRF
NeRF
PVD_Hash2NeRF
Tanks and Temples
TensoRF + NeRFLiX++
DONeRF: Evaluation Dataset
HyperReel
X3D
RTMV
ACID
impl.-nodepth
SWORD
StereoLayers (8 layers)
HDR-GS
HDR-GS
RealEstate10K
Hybrid
.
Gear-NeRF
Deep Blending
Self-Organizing Gaussians
Dosovitskiy Chairs
KITTI
READ
KITTI Novel View Synthesis
Multi-view to Novel View
PhotoShape
Single NeRF + Share./Inst. Net
ShapeNet Car
Multi-view to Novel View
ShapeNet Chair
Synthia Novel View Synthesis
Multi-view to Novel View