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This paper shows how to reduce the computational cost for a variety of common machine vision tasks by operating directly in the compressed domain, particularly in the context of hardware acceleration. Pyramid Vector Quantization (PVQ) is…

计算机视觉与模式识别 · 计算机科学 2016-03-31 Vincenzo Liguori

We present the results of computation of cohomology for some Lie (super)algebras of Hamiltonian vector fields and related algebras. At present, the full cohomology rings for these algebras are not known even for the low dimensional vector…

数值分析 · 数学 2007-05-23 Vladimir V. Kornyak

Common programming tools, like compilers, debuggers, and IDEs, crucially rely on the ability to analyse program code to reason about its behaviour and properties. There has been a great deal of work on verifying compilers and static…

编程语言 · 计算机科学 2019-07-15 Jan Stolarek , James Cheney

This paper proposes an efficient probabilistic method that computes combinatorial gradient fields for two dimensional image data. In contrast to existing algorithms, this approach yields a geometric Morse-Smale complex that converges almost…

计算机视觉与模式识别 · 计算机科学 2012-09-03 Jan Reininghaus , David Günther , Ingrid Hotz , Tino Weinkauf , Hans Peter Seidel

Complex vector light modes with a spatial variant polarization distribution have become topical of late, enabling the development of novel applications in numerous research fields. Key to this is the remarkable similarities they hold with…

光学 · 物理学 2022-02-02 Xiaobo Hu , Carmelo Rosales Guzman

This work is a part of an ongoing effort to prove the correctness of invertibility conditions for the theory of fixed-width bit-vectors, which are used to solve quantified bit-vector formulas in the Satisfiability Modulo Theories (SMT)…

计算机科学中的逻辑 · 计算机科学 2019-08-27 Burak Ekici , Arjun Viswanathan , Yoni Zohar , Clark Barrett , Cesare Tinelli

Persistent homology, an algebraic method for discerning structure in abstract data, relies on the construction of a sequence of nested topological spaces known as a filtration. Two-parameter persistent homology allows the analysis of data…

计算几何 · 计算机科学 2022-07-08 Anway De , Thong Vo , Matthew Wright

Machine learning methods based on statistical principles have proven highly successful in dealing with a wide variety of data analysis and analytics tasks. Traditional data models are mostly concerned with independent identically…

计算机视觉与模式识别 · 计算机科学 2020-09-02 Jun Li , Wanrong Hong , Yusheng Xiang

Expressive static typing disciplines are a powerful way to achieve high-quality software. However, the adoption cost of such techniques should not be under-estimated. Just like gradual typing allows for a smooth transition from…

编程语言 · 计算机科学 2015-08-25 Éric Tanter , Nicolas Tabareau

We investigate when a computable automorphism of a computable field can be effectively extended to a computable automorphism of its (computable) algebraic closure. We then apply our results and techniques to study effective embeddings of…

We present new, explicit, volume-preserving vector fields for polynomial divergence-free vector fields of arbitrary degree (both positive and negative). The main idea is to decompose the divergence polynomial by means of an appropriate…

数值分析 · 数学 2012-05-10 Huiyan Xue , Antonella Zanna

Vectors fields defined on surfaces constitute relevant and useful representations but are rarely used. One reason might be that comparing vector fields across two surfaces of the same genus is not trivial: it requires to transport the…

计算机视觉与模式识别 · 计算机科学 2021-06-15 Amine Bohi , Guillaume Auzias , Julien Lefèvre

Given a triangulated region in the complex plane, a discrete vector field $Y$ assigns a vector $Y_i\in \mathbb{C}$ to every vertex. We call such a vector field holomorphic if it defines an infinitesimal deformation of the triangulation that…

复变函数 · 数学 2015-11-13 Wai Yeung Lam , Ulrich Pinkall

The combination of persistent homology and discrete Morse theory has proven very effective in visualizing and analyzing big and heterogeneous data. Indeed, topology provides computable and coarse summaries of data independently from…

计算几何 · 计算机科学 2021-02-12 Claudia Landi , Sara Scaramuccia

Estimating a 6DOF object pose from a single image is very challenging due to occlusions or textureless appearances. Vector-field based keypoint voting has demonstrated its effectiveness and superiority on tackling those issues. However,…

计算机视觉与模式识别 · 计算机科学 2020-05-06 Xin Yu , Zheyu Zhuang , Piotr Koniusz , Hongdong Li

We describe an embedding of the QWIRE quantum circuit language in the Coq proof assistant. This allows programmers to write quantum circuits using high-level abstractions and to prove properties of those circuits using Coq's theorem proving…

计算机科学中的逻辑 · 计算机科学 2018-03-05 Robert Rand , Jennifer Paykin , Steve Zdancewic

In recent years, a number of lightweight programs have been deployed in critical domains, such as in smart contracts based on blockchain technology. Therefore, the security and reliability of such programs should be guaranteed by the most…

编程语言 · 计算机科学 2018-03-28 Zheng Yang , Hang Lei

We show in this text how the most important homology equivalences of fundamental Algebraic Topology can be obtained as reductions associated to discrete vector fields. Mainly the homology equivalences whose existence -- most often…

代数拓扑 · 数学 2010-06-01 Ana Romero , Francis Sergeraert

Complex vectorial light fields, non-separable in their polarization and spatial degree of freedom, are of relevance in a wide variety of fields encompassing microscopy, metrology, communication and topological studies. Controversially, they…

This article introduces an algorithm to compute the persistent homology of a filtered complex with various coefficient fields in a single matrix reduction. The algorithm is output-sensitive in the total number of distinct persistent…

计算几何 · 计算机科学 2020-01-10 Jean-Daniel Boissonnat , Clément Maria