Advances in 4D Representation: Geometry, Motion, and Interaction
We survey 4D representation through three key pillars — geometry, motion, and interaction — offering a selective, representation‐centric perspective to guide researchers in choosing and customizing the right 4D representation for their tasks. Abstract We present a survey on 4D generation and reconstruction, a fast‐evolving subfield of computer graphics
M. Zhao +7 more
wiley +1 more source
Optimizing camera placement in multi-view markerless motion capture: a validation study against gold-standard kinematics for static and dynamic tasks. [PDF]
Samani AS +3 more
europepmc +1 more source
KPI‐NeRF: Hyperspectral Neural Radiance Fields from a Single Kaleidoscopic Plenoptic Image
KPI‐NeRF reconstructs hyperspectral light field images from a single kaleidoscopic plenoptic image. By leveraging neural radiance fields, it enables high‐quality spectral and angular de‐multiplexing for dynamic scene capture. Abstract Plenoptic imaging has excessive sampling requirements associated with the high dimensionality of the desired data.
Erqi Huang +3 more
wiley +1 more source
Histology-informed spatial domain identification through multi-view graph convolutional networks. [PDF]
Zhang H +11 more
europepmc +1 more source
Recent Trends in Inverse Rendering
This survey reviews 84 papers published between 2020 and 2025 on inverse rendering methods, introducing a taxonomy based on input data, scene representations, optimization strategies, and evaluation methods. We analyze emerging trends in neural, differentiable, and Gaussian‐splatting approaches, discuss applications, and identify key challenges and ...
S. Ullah, F. Pellacini, A. Giachetti
wiley +1 more source
MonoGID: geometry and illumination aware enhancement with distillation for self-supervised monocular endoscopic depth estimation. [PDF]
Wei G +7 more
europepmc +1 more source
MD‐1 is induced and activated in macrophages. The activated MD‐1 subsequently promotes the cGAS‐STING‐TBK1‐IRF3 signalling pathway to activate the NLRP3 inflammasome, and subsequently increases pro‐inflammatory macrophage polarisation and decreases plaque stability to accelerate the development of atherosclerosis.
Fang Zhao +9 more
wiley +1 more source
Advancements in 3D Reconstruction for Plant Phenotyping: Technologies, Applications, Challenges, and Future Directions. [PDF]
Ghose P, Bashir A, Zahid A.
europepmc +1 more source
OT-knn: A neighborhood-aware optimal transport framework for aligning spatial transcriptomics data. [PDF]
Song J, Li Q.
europepmc +1 more source
Markerless inside-out tool tracking for endoscopic spine surgery: a benchmarking study and clinical dataset. [PDF]
Zhang P +7 more
europepmc +1 more source

