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- ArticleMay 2024
Recovering Population Dynamics from a Single Point Cloud Snapshot
Advances in Knowledge Discovery and Data MiningPages 302–315https://doi.org/10.1007/978-981-97-2259-4_23AbstractDiscovering population dynamics from point cloud data has experienced increased popularity in various applications, including GPS behavior prediction, multi-target tracking, and single cell analysis. Existing methods require data in multiple time ...
- research-articleApril 2023
Systematically Exploring High-Performance Representations of Vector Fields Through Compile-Time Composition
ICPE '23: Proceedings of the 2023 ACM/SPEC International Conference on Performance EngineeringPages 55–66https://doi.org/10.1145/3578244.3583723We present a novel benchmark suite for implementations of vector fields in high-performance computing environments to aid developers in quantifying and ranking their performance. We decompose the design space of such benchmarks into access patterns and ...
- research-articleNovember 2022
High-Order Directional Fields
ACM Transactions on Graphics (TOG), Volume 41, Issue 6Article No.: 254, Pages 1–17https://doi.org/10.1145/3550454.3555455We introduce a framework for representing face-based directional fields of an arbitrary piecewise-polynomial order. Our framework is based on a primal-dual decomposition of fields, where the exact component of a field is the gradient of piecewise-...
- research-articleJanuary 2022
$\Gamma$-Convergence for Functionals Depending on Vector Fields. II. Convergence of Minimizers
SIAM Journal on Mathematical Analysis (SIMA), Volume 54, Issue 6Pages 5761–5791https://doi.org/10.1137/21M1432466Given a family of locally Lipschitz vector fields $X(x)=(X_1(x),\dots,X_m(x))$ on $\mathbb{R}^n$, $m\leq n$, we study integral functionals depending on $X$. Using the results in [A. Maione, A. Pinamonti, and F. Serra Cassano, J. Math. Pures Appl. (9), 139 (...
- research-articleFebruary 2020
Subdivision Directional Fields
ACM Transactions on Graphics (TOG), Volume 39, Issue 2Article No.: 11, Pages 1–20https://doi.org/10.1145/3375659We present a novel linear subdivision scheme for face-based tangent directional fields on triangle meshes. Our subdivision scheme is based on a novel coordinate-free representation of directional fields as halfedge-based scalar quantities, bridging the ...
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- research-articleJanuary 2020
Overparameterized Models for Vector Fields
SIAM Journal on Imaging Sciences (SJISBI), Volume 13, Issue 3Pages 1386–1414https://doi.org/10.1137/19M1280697Vector fields arise in a variety of quantity measure and visualization techniques, such as fluid flow imaging, motion estimation, deformation measures, and color imaging, leading to a better understanding of physical phenomena. Recent progress in vector ...
- posterJuly 2018
Evolving PSO algorithm design in vector fields using geometric semantic GP
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 262–263https://doi.org/10.1145/3205651.3205760This paper investigates the possibility of evolving new particle swarm equations representing a collective search mechanism, acting in environments with unknown external dynamics, using Geometric Semantic Genetic Programming (GSGP). The proposed method ...
- research-articleJune 2016
Detecting and visualizing rip current using optical flow
EuroVis '16: Proceedings of the Eurographics / IEEE VGTC Conference on Visualization: Short PapersPages 19–23Rip current are fast moving and narrow currents that are strongest near the beach. They are dangerous not only for novice but also experienced swimmers. Once caught in the current, the flow of the water pulls the person away from the beach. Many people ...
- research-articleJanuary 2015
Second Order Conditions for Optimality and Local Controllability of Discrete-Time Systems
SIAM Journal on Control and Optimization (SICON), Volume 53, Issue 1Pages 352–377https://doi.org/10.1137/130907719We study local controllability and optimal control problems for invertible discrete-time systems. We present second order necessary and sufficient conditions for optimality and for local controllability. The conditions are stated in geometric terms, using ...
- articleApril 2013
Closed poly-trajectories and Poincaré index of non-smooth vector fields on the plane
Journal of Dynamical and Control Systems (KLU-JODS), Volume 19, Issue 2Pages 173–193https://doi.org/10.1007/s10883-013-9169-4This paper is concerned with closed orbits of non-smooth vector fields on the plane. For a class of non-smooth vector fields we provide necessary and sufficient conditions for the existence of closed poly-trajectorie. By means of a regularization ...
- research-articleFebruary 2011
Geometry Synthesis on Surfaces Using Field-Guided Shape Grammars
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 17, Issue 2Pages 231–243https://doi.org/10.1109/TVCG.2010.36We show how to model geometric patterns on surfaces. We build on the concept of shape grammars to allow the grammars to be guided by a vector or tensor field. Our approach affords greater artistic freedom in design and enables the use of grammars to ...
- ArticleSeptember 2010
TADD: a computational framework for data analysis using discrete Morse theory
ICMS'10: Proceedings of the Third international congress conference on Mathematical softwarePages 198–208This paper presents a computational framework that allows for a robust extraction of the extremal structure of scalar and vector fields on 2D manifolds embedded in 3D. This structure consists of critical points, separatrices, and periodic orbits. The ...
- ArticleAugust 2010
Mean Shift Gradient Vector Flow: A Robust External Force Field for 3D Active Surfaces
ICPR '10: Proceedings of the 2010 20th International Conference on Pattern RecognitionPages 2784–2787https://doi.org/10.1109/ICPR.2010.682Gradient vector flow snakes are a very common method in bio-medical image segmentation. The use of gradient vector flow herein brings some major advantages like a large capture range and a good adaption of the snakes in concave regions. In some cases ...
- articleJuly 2010
Local resampling for patch-based texture synthesis in vector fields
International Journal of Computer Applications in Technology (IJCAT), Volume 38, Issue 1/2/3Pages 124–133https://doi.org/10.1504/IJCAT.2010.034148We develop a direct and accurate approach for local resampling in vector fields, and then use the approach to synthesise textures on 2D manifold surfaces directly from a texture exemplar. Regular-grid patches produced by the local resampling are used as ...
- ArticleApril 2010
Fractal modelling and analysis of flow-field images
We introduce stochastic models for flow fields with parameters that dictate the scale-dependent (self-similar) character of the field and control the balance between its rotational vs compressive behaviour. The development of our models is motivated by ...
- articleJanuary 2010
Homotopy of dynamical systems on manifolds and Morse theory on covering space
Journal of Dynamical and Control Systems (KLU-JODS), Volume 16, Issue 1Pages 59–76https://doi.org/10.1007/s10883-010-9084-xWe consider a dynamical system X on a compact differentiable manifold M and the induced dynamical system X ( ) on the universal covering space $$ \tilde M $$ of M . We develop algebraic topology methods for estimating the lower bounds on the number of ...
- articleDecember 2009
Trajectory tracking for a mobile robot with skid-slip compensation in the vector-field-orientation control system
International Journal of Applied Mathematics and Computer Science (IJAMCS), Volume 19, Issue 4Pages 547–559https://doi.org/10.2478/v10006-009-0043-1Trajectory tracking for a mobile robot with skid-slip compensation in the vector-field-orientation control systemThe article is devoted to a motion control problem for a differentially driven mobile robot in the task of trajectory tracking ...
- articleDecember 2009
Motion planning and feedback control for a unicycle in a way point following task: The VFO approach
International Journal of Applied Mathematics and Computer Science (IJAMCS), Volume 19, Issue 4Pages 533–545https://doi.org/10.2478/v10006-009-0042-2Motion planning and feedback control for a unicycle in a way point following task: The VFO approachThis paper is devoted to the way point following motion task of a unicycle where the motion planning and the closed-loop motion realization ...
- research-articleNovember 2009
Visualizing and manipulating automatic document orientation methods using vector fields
ITS '09: Proceedings of the ACM International Conference on Interactive Tabletops and SurfacesPages 65–68https://doi.org/10.1145/1731903.1731918We introduce and illustrate a design framework whereby tabletop documents are oriented according to vector fields that can be visualized and altered by end users. We explore and illustrate the design space using interactive 2D mockups and show how this ...
- ArticleNovember 2009
Trajectory analysis in natural images using mixtures of vector fields
This work introduces a new approach to modeling object trajectories in image sequences. Trajectories performed by natural objects (e.g., people, animals) typically depend on the position of each object in the scene and can change in an unpredictable ...