activity
20212023
most citedEmotion pattern detection on facial videos using functional statistics

1 citations · 2 across the 6 of their papers we have counts for

collaborators

7 papers

cs.GR2023

Accurate and Interpretable Solution of the Inverse Rig for Realistic Blendshape Models with Quadratic Corrective Terms

Stevo Racković, Cláudia Soares, Dušan Jakovetić +1

We propose a new model-based algorithm solving the inverse rig problem in facial animation retargeting, exhibiting higher accuracy of the fit and sparser, more interpretable weight…

cs.CV2023

High-fidelity Interpretable Inverse Rig: An Accurate and Sparse Solution Optimizing the Quartic Blendshape Model

Stevo Racković, Cláudia Soares, Dušan Jakovetić +1

We propose a method to fit arbitrarily accurate blendshape rig models by solving the inverse rig problem in realistic human face animation. The method considers blendshape models w…

math.OC2022

A Majorization-Minimization Based Method for Nonconvex Inverse Rig Problems in Facial Animation: Algorithm Derivation

Stevo Racković, Cláudia Soares, Dušan Jakovetić +1

Automated methods for facial animation are a necessary tool in the modern industry since the standard blendshape head models consist of hundreds of controllers and a manual approac…

stat.AP2022

Group pattern detection of longitudinal data using functional statistics

Rongjiao Ji, Alessandra Micheletti, Nataša Krklec Jerinkić +1

Estimations and evaluations of the main patterns of time series data in groups benefit large amounts of applications in various fields. Different from the classical auto-correlatio…

cs.GR2021

Clustering of the Blendshape Facial Model

Stevo Racković, Cláudia Soares, Dušan Jakovetić +2

Digital human animation relies on high-quality 3D models of the human face -- rigs. A face rig must be accurate and, at the same time, fast to compute. One of the most common riggi…

cs.LG2021★ 1 cited

Accurate, Interpretable, and Fast Animation: An Iterative, Sparse, and Nonconvex Approach

Stevo Rackovic, Claudia Soares, Dusan Jakovetic +1

Digital human animation relies on high-quality 3D models of the human face: rigs. A face rig must be accurate and, at the same time, fast to compute. One of the most common rigging…

cs.CV2021★ 1 cited

Emotion pattern detection on facial videos using functional statistics

Rongjiao Ji, Alessandra Micheletti, Natasa Krklec Jerinkic +1

There is an increasing scientific interest in automatically analysing and understanding human behavior, with particular reference to the evolution of facial expressions and the rec…