Current evidence of generative artificial intelligence specifically developed for dental and maxillofacial radiology: a systematic review. [PDF]
Hung KF +5 more
europepmc +1 more source
Beyond Spherical Harmonics: Rethinking Appearance Models for Radiance Reconstruction
Abstract View‐dependent appearance modeling remains a challenging problem in novel‐view synthesis and reconstruction. Accurately representing complex angular effects often requires substantial memory and computational resources. For new learning‐based methods, a common approach is to rely on Spherical Harmonics (SH).
Ewa Miazga, Jorge Condor, Piotr Didyk
wiley +1 more source
Dual-Path Collaborative Transformer: Hybrid Attention and Stepwise Dilated Convolution for Remote Sensing Image Super-Resolution. [PDF]
Li X +5 more
europepmc +1 more source
FlowGS: Controlling Information Flow for Graph‐Based Interaction in 3D Gaussian Splatting
Abstract 3D Gaussian Splatting (3DGS) has recently enabled real‐time, high‐quality novel view synthesis. However, its formulation treats each Gaussian independently, lacking explicit information exchange between neighboring elements and limiting its ability to capture local structure.
T. Jia, R. Sun, W. Shi
wiley +1 more source
Objective Assessment of Media Screens Effect on Physical Activity in Preschool Children. [PDF]
Hossain MB +6 more
europepmc +1 more source
Rendering Synthetic Defects for Learning‐Based Industrial Inspection
Abstract Computer vision increasingly uses synthetic data from physically based rendering to supplement limited real‐world datasets. In industrial inspection, defect data is scarce and the rendering pipeline is explicitly controlled, and synthetic defect generation therefore becomes a dataset design problem.
Runzhou Mao +5 more
wiley +1 more source
A Fixed-Ratio Hybrid ARO-ALO Algorithm for Multi-Level Thresholding of Histopathological Colon Cancer Images. [PDF]
Şahin MF, Eyüpoğlu C, Karakuş O.
europepmc +1 more source
ResEdit: Residual embeddings for precise generative image editing
Abstract Conditional diffusion image generators can be repurposed for editing through inversion, without the need for large‐scale paired fine‐tuning data. However, producing high‐quality, targeted edits while maintaining image identity and global consistency remains challenging, as weakly conditioned inversion often embeds conflicting image features ...
Canberk Baykal +6 more
wiley +1 more source
Intentional Degradation for Stabilizing Residual Learning in Coarse-to-Fine Medical Image Refinement. [PDF]
Kim M +8 more
europepmc +1 more source
t‐Regina: Data‐driven Authoring of Free‐form Registration for Cartoon Character Sprites
Abstract This paper proposes t‐Regina, a novel iterative scheme that automates the manipulation of grid handles in free‐form deformation (FFD) for deformable registrations of cartoon character sprites. First, we build a data‐driven FFD (dFFD) that enables users to handle locations of FFD handles from lower‐dimensional parameters.
Tsukasa Fukusato, Akinobu Maejima
wiley +1 more source

