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