Affinification: A Fine Approximation of Deformations
Abstract We introduce affinification, a novel method for accelerating physics‐based animation of elastic solids. During a time‐dependent simulation, our method automatically partitions the space into affine and elastic regions depending on the deformation.
A. Mercier‐Aubin +3 more
wiley +1 more source
PruDensNet: a parameter efficient depthwise separable CNN for MRI-based brain tumor classification. [PDF]
Arman M +5 more
europepmc +1 more source
Abstract Cutout animation is one of the earliest forms of animation, and to this day remains a popular technique featured in numerous films including Monty Python and South Park series. Most computer animation systems, however, focus on different styles, including cel animation, making cutout animation somewhat underexplored.
Ivan Puhachov +3 more
wiley +1 more source
PalmNeXt: a ConvNeXt-based deep learning model for pest detection in date palm leaves. [PDF]
Ashraf M, Aslam MZ, Saeed N, Hussain SJ.
europepmc +1 more source
Class Angular Distortion Index for Dimensionality Reduction
Abstract Dimensionality reduction (DR) techniques are often characterized by whether they preserve global, high‐level structures in the data or local, neighborhood structures. This distinction matters in visualization: global methods can obscure clusters while local methods can over‐emphasize them.
Kaviru Gunaratne +2 more
wiley +1 more source
Ensemble deep learning approach for traffic video analytics in edge computing. [PDF]
Sathyamoorthy M +3 more
europepmc +1 more source
Textile and colour defect detection using deep learning methods
Abstract Recent advances in deep learning (DL) have significantly enhanced the detection of textile and colour defects. This review focuses specifically on the application of DL‐based methods for defect detection in textile and coloration processes, with an emphasis on object detection and related computer vision (CV) tasks.
Hao Cui +2 more
wiley +1 more source
FedMal-XAI: an explainable federated vision transformer leveraging knowledge distillation for privacy-preserving malaria detection. [PDF]
Bhuiyan TA +4 more
europepmc +1 more source
Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers. [PDF]
Manna IIA +6 more
europepmc +1 more source
Abstract Germany is a corporate environment that is sceptical towards digitalization and work‐from‐home, and in which it is customary to separate professional and personal spheres of life. The COVID‐19 pandemic, and ensuing government‐mandated shutdowns, changed all that by inducing extensive work‐from‐home conditions for most of the white collared ...
Jasmin Mahadevan +3 more
wiley +1 more source

