The Journal of Mathematical Imaging and Vision is a technical journal publishing important new developments in mathematical imaging. The journal publishes research articles, invited papers, and expository articles.Current developments in new image processing hardware, the advent of multisensor data fusion, and rapid advances in vision research have led to an explosive growth in the interdisciplinary field of imaging science. This growth has resulted in the development of highly sophisticated mathematical models and theories. The journal emphasizes the role of mathematics as a rigorous basis for imaging science. This provides a sound alternative to present journals in this area. Contributions are judged on the basis of mathematical content. Articles may be physically speculative but need to be mathematically sound. Emphasis is placed on innovative or established mathematical techniques applied to vision and imaging problems in a novel way, as well as new developments and problems in mathematics arising from these applications.The scope of the journal includes:computational models of vision; imaging algebra and mathematical morphologymathematical methods in reconstruction, compactification, and codingfilter theoryprobabilistic, statistical, geometric, topological, and fractal techniques and models in imaging scienceinverse opticswave theory.Specific application areas of interest include, but are not limited to:all aspects of image formation and representationmedical, biological, industrial, geophysical, astronomical and military imagingimage analysis and image understandingparallel and distributed computingcomputer vision architecture design.
《数学成像与视觉杂志》是一本发表数学成像重要新进展的技术期刊。该杂志发表研究论文、特邀论文和说明性文章。新图像处理硬件的最新发展、多传感器数据融合的出现以及视觉研究的快速发展导致了成像科学这一跨学科领域的爆炸性增长。这种增长导致了高度复杂的数学模型和理论的发展。该杂志强调数学作为成像科学严格基础的作用。这提供了一个健全的替代目前的期刊在这方面。贡献是根据数学内容来判断的。文章可能是物理投机，但需要在数学上健全。重点放在创新或建立数学技术应用于视觉和成像问题的新方法，以及新的发展和数学问题，从这些应用中产生。成像代数和数学形态学重建、紧致化和编码中的数学方法滤波器理论成像科学中的概率、统计、几何、拓扑和分形技术和模型逆光波理论。感兴趣的具体应用领域包括但不限于：图像形成和表示的所有方面医学、生物、工业、地球物理、天文和军事成像图像分析和图像理解并行和分布式计算计算机视觉体系结构设计。
Deep Neural Networks Motivated by Partial Differential Equations
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00903-1
Regularization by Architecture: A Deep Prior Approach for Inverse Problems
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00923-x
The Global Optimization Geometry of Shallow Linear Neural Networks
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00889-w
Forward Stability of ResNet and Its Variants
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00922-y
Residual Networks as Flows of Diffeomorphisms
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00890-3
Reconstruction Algorithms for Photoacoustic Tomography in Heterogeneous Damping Media
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00879-y
Networks for Nonlinear Diffusion Problems in Imaging
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00901-3
Multiscale Edge Detection Using First-Order Derivative of Anisotropic Gaussian Kernels
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00892-1
Image Anomalies: A Review and Synthesis of Detection Methods
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00885-0
Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00913-z
On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00902-2
Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00884-1
Component-Graph Construction
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00872-5
A Proximal Interior Point Algorithm with Applications to Image Processing
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00916-w
Sparse Reconstruction of Log-Conductivity in Current Density Impedance Tomography
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00929-5
Provably Scale-Covariant Continuous Hierarchical Networks Based on Scale-Normalized Differential Expressions Coupled in Cascade
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00915-x
How to Make n-D Plain Maps Defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-Dual Way
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00873-4
3D Shape Recovery by Aggregating 3D Wavelet Transform-Based Image Focus Volumes Through 3D Weighted Least Squares
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00918-8
Benefiting from Duplicates of Compressed Data: Shift-Based Holographic Compression of Images
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-020-01003-1
Optimizing Excitation Coil Currents for Advanced Magnetorelaxometry Imaging
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00934-8
On High-Resolution Adaptive Sampling of Deterministic Signals
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00880-5
Shape Analysis of Framed Space Curves
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00895-y
Inertial Alternating Generalized Forward–Backward Splitting for Image Colorization
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00877-0
Comparative Study and Proof of Single-Pass Connected Components Algorithms
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00891-2
A Novel Euler’s Elastica-Based Segmentation Approach for Noisy Images Using the Progressive Hedging Algorithm
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00920-0
Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00927-7
A Novel Probabilistic Contrast-Based Complex Salient Object Detection
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00882-3
Accelerated Variational PDEs for Efficient Solution of Regularized Inversion Problems
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00910-2
Currents and Finite Elements as Tools for Shape Space
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00896-x
Image Processing Algorithm Based on Bi-dimensional Local Mean Decomposition
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00899-8
Fractal Dimension Estimation for Color Texture Images
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00912-0
An Inverse Source Problem Connected with Thermoacoustic Imaging in Multi-layer Planar Medium
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00875-2
New Type of Gegenbauer–Hermite Monogenic Polynomials and Associated Clifford Wavelets
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00914-y
Nonparametric Blind Super-Resolution Using Adaptive Heavy-Tailed Priors
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00876-1
Robust Model Selection in 2D Parametric Motion Estimation
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00883-2
On the Taut String Interpretation and Other Properties of the Rudin–Osher–Fatemi Model in One Dimension
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00905-z
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/S10851-020-00994-1
A Differential–Algebraic Projective Framework for the Deformable Single-View Geometry of the 1D Perspective Camera
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00887-y
Tomographic Reconstruction of the Beltrami Fields
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00900-4
Squeezing the DCT to Fight Camouflage
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00930-y
Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00933-9
The Highlight Ovals
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00878-z
New Insights on the Optimality Conditions of the ℓ2-ℓ0\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\ell _2-\\ell _0$
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00917-9
Factoring a Homography to Analyze Projective Distortion
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00881-4
A bisector Line Field Approach to Interpolation of Orientation Fields
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-020-00990-5
HARDI Segmentation via Fourth-Order Tensors and Anisotropy Preserving Similarity Measures
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00897-w
On Visual Periodicity Estimation Using Singular Value Decomposition
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00894-z
Rare-Event Detection by Quasi-Wang–Landau Monte Carlo Sampling with Approximate Bayesian Computation
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00906-y
Homography Estimation from Ellipse Correspondences Based on the Common Self-polar Triangle
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00928-6
Processing Simple Geometric Attributes with Autoencoders
来源期刊：Journal of Mathematical Imaging and VisionDOI：10.1007/s10851-019-00924-w
