- Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance
- ADMM-inspired image reconstruction for terahertz off-axis digital holography
- Learning to Reconstruct Signals From Binary Measurements
- Interferometric lensless imaging: rank-one projections of image frequencies with speckle illuminations
- Interferometric single-pixel imaging with a multicore fiber
- Signal processing after quadratic random sketching with optical units
- Low-rank plus sparse trajectory decomposition for direct exoplanet imaging
- Signal Processing with Optical Quadratic Random Sketches
- The Separation Capacity of Random Neural Networks
- ROP inception: signal estimation with quadratic random sketching
- An Interferometric view of Speckle Imaging
- Asymmetric compressive learning guarantees with applications to quantized sketches
- The Separation Capacity of Random Neural Networks
- Sketching Datasets for Large-Scale Learning
- Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines
- Compressive Imaging Through Optical Fiber with Partial Speckle Scanning
- Compressive learning with privacy guarantees
- Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements
- MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared
- Remove, Complete and Detect: Matrix Completion for Direct Imaging of Exoplanets
- Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars
- The Importance of Phase in Complex Compressive Sensing
- $(\ell_{1},\ell_{2})$-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements
- Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis
- Compressive Learning of Generative Networks
- Factorization over interpolation: A fast continuous orthogonal matching pursuit
- Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference
- Keep the phase! Signal recovery in phase-only compressive sensing
- Morphological components analysis for circumstellar disks imaging
- One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing
- When compressive learning fails: blame the decoder or the sketch?
- A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry
- An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements
- Compressive k-Means with Differential Privacy
- Compressive Single-pixel Fourier Transform Imaging using Structured Illumination
- Differentially Private Compressive K-means
- Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements
- Iterative Low-rank and rotating sparsity promotion for circumstellar disks imaging
- Jointly low-rank and bisparse recovery: Questions and partial answers
- Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware
- One-Bit Sensing of Low-Rank and Bisparse Matrices
- Performance of Compressive Sensing for Hadamard-Haar Systems
- Quantity over Quality: Dithered Quantization for Compressive Radar Systems
- Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering
- Single Pixel Hyperspectral Imaging using Fourier Transform Interferometry
- Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars
- STIM map: detection map for exoplanets imaging beyond asymptotic Gaussian residual speckle noise
- Structured Illumination and Variable Density Sampling for Compressive Fourier Transform Interferometry
- Geometry-preserving Embeddings: Dimensionality Reduction Techniques for Information Representation
- 1-bit Localization Scheme for Radar using Dithered Quantized Compressed Sensing
- A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition
- An extreme bit-rate reduction scheme for 2D radar localization
- Compressive Classification (Machine Learning without learning)
- Compressive hyperspectral imaging: Fourier transform interferometry meets single pixel camera
- Compressive Sampling Approach for Image Acquisition with Lensless Endoscope
- Determination of vibration amplitudes from binary phase patterns obtained by phase-shifting time-averaged speckle shearing interferometry
- Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy
- Multispectral Compressive Imaging Strategies Using Fabry–Pérot Filtered Sensors
- Processing of binary fringe patterns obtained by phase-shifting time-averaged shearography on vibrating objects
- Quantized Compressive K-Means
- Reference-less algorithm for circumstellar disks imaging
- Taking the edge off quantization: projected back projection in dithered compressive sensing
- Through the Haze: a Non-Convex Approach to Blind Gain Calibration for Linear Random Sensing Models
- A greedy blind calibration method for compressed sensing with unknown sensor gains
- Compressive Hyperspectral Imaging using Coded Fourier Transform Interferometry
- Discriminative and efficient label propagation on complementary graphs for multi-object tracking
- Fast Method to Fit a C1 Piecewise-Bézier Function to Manifold-Valued Data Points: How Suboptimal is the Curve Obtained on the Sphere S2?
- On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit
- Piecewise-Bezier C1 smoothing on manifolds with application to wind field estimation
- Rare Eclipses in Quantised Random Embeddings of Disjoint Convex Sets: a Matter of Consistency?
- Small Width, Low Distortions: Quantized Random Embeddings of Low-complexity Sets
- The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets
- Time for dithering: fast and quantized random embeddings via the restricted isometry property
- A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models
- A Non-Convex Approach to Blind Calibration from Linear Sub-Gaussian Random Measurements
- A non-convex blind calibration method for randomised sensing strategies
- Blind Deconvolution of PET Images using Anatomical Priors
- Cell segmentation with random ferns and graph-cuts
- Coded-Illumination Fourier Transform Interferometry
- Compressive Hyperspectral Imaging with Fourier Transform Interferometry
- Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing
- Error Decay of (almost) Consistent Signal Estimations from Quantized Gaussian Random Projections
- Image Deconvolution by Local Order Preservation of Pixels Values
- Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit
- Interpolation on manifolds using Bézier functions
- Low Rank and Group-Average Sparsity Driven Convex Optimization for Direct Exoplanets Imaging
- Non-Convex Blind Calibration for Compressed Sensing via Iterative Hard Thresholding
- Non-parametric PSF estimation from celestial transit solar images using blind deconvolution
- On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit
- Sparse Support Recovery with $ell_{infty}$ Data Fidelity
- Sparse Support Recovery with Non-smooth Loss Functions
- A Quantized Johnson Lindenstrauss Lemma: The Finding of Buffon's Needle
- Compressive Imaging and Characterization of Sparse Light Deflection Maps
- Generalized inpainting method for hyperspectral image acquisition
- Mitigating memory requirements for random trees/ferns
- Pilots allocation for sparse channel estimation in multicarrier systems
- Post-reconstruction deconvolution of PET images by total generalized variation regularization
- Quantitative characterization of biofunctionalization layers by robust image analysis for biosensor applications
- Quantization and Compressive Sensing
- A modified 4D ROOSTER method using the Chambolle-Pock algorithm
- A sparse smoothing approach for Gaussian mixture model based acoustic-to-articulatory inversion
- Compressive Hyperspectral Imaging by Out-of-Focus Modulations and Fabry-Pérot Spectral Filters
- Compressive optical deflectometric tomography: a constrained total-variation approach
- From bits to images: Inversion of local binary descriptors
- Heterogenous void growth revealed by in situ 3-D X-ray mocrotomography using automatic cavity tracking
- Robust phase unwrapping by convex optimization
- Bits of Images: Inverting Local Image Binary Descriptors
- Compressive Acquisition of Sparse Deflectometric Maps
- Compressive Schlieren Deflectometry
- Consistent Iterative Hard Thresholding for Signal Declipping
- Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing
- Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors
- Stabilizing Nonuniformly Quantized Compressed Sensing with Scalar Companders
- Analysis and experimental evaluation of Image-based PUFs
- Image modeling with nonlocal spectral graph wavelets
- Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features
- Sparsity-driven optical deflection tomography with non-linear light ray propagation
- The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability
- TV-$\ell_{2}$ Refractive Index Map Reconstruction from Polar Domain Deflectometry
- A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity
- Compact Rotation Invariant Image Descriptors By Spectral Trimming
- Compressed Sensing: When sparsity meets sampling
- Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine
- Diffeomorphic Registration of Images with Variable Contrast Enhancement
- Hardware Implementation of an Omnidirectional Camera for Real-Time 3D Imaging
- Primal-Dual TV Reconstruction in Refractive Deflectometry
- Refractive index map reconstruction in optical deflectometry using total-variation regularization
- Sparsity Driven People Localization with a Heterogeneous Network of Cameras
- Weighted $ell_{p}$ Constraints in Noisy Compressed Sensing
- Weighted fidelity in non-uniformly quantized compressed sensing
- A (256*256) pixel 76.7mW CMOS imager/ compressor based on real-time in-pixel compressive sensing:
- A short note on compressed sensing with partially known signal support
- Image denoising with nonlocal spectral graph wavelets
- Invariant Spectral Hashing of Image Saliency Graph
- Optical tomography based on phase-shifting schlieren deflectometry
- Random Profiles of Laser Marks
- Randomly Driven Fuzzy Key Extraction of Unclonable Images
- A Sparsity Constrained Inverse Problem to Locate People in a Network of Cameras
- CMOS Compressed Imaging by Random Convolution
- Compressed sensing for radio interferometry : prior-enhanced Basis Pursuit imaging techniques
- Compressed sensing imaging techniques for radio interferometry
- Compressive Sampling of Pulse Trains : Spread the Spectrum!
- Dequantizing Compressed Sensing with Non-Gaussian Constraints
- How does digital cinema compress images?
- Sparsity-driven people localization algorithm: evaluation in crowded scenes environments
- Sport players detection and tracking with a mixed network of planar and omnidirectional cameras
- TV-Regularized Generation of Planar Images from Omnicams
- A geometrical study of matching pursuit parametrization
- Shape from Texture for Omnidirectional Images
- Fast spin $\pm 2$ spherical harmonics transforms and application in cosmology
- Multiselective pyramidal decomposition of images: Wavelets with adaptive angular selectivity
- Fast directional correlation on the sphere with steerable filters
- Correspondence principle between spherical and Euclidean wavelets
- Wavelet spectrum analysis of EIT/SOHO images
- Discrete wavelet frames on the sphere
- Ondelettes, repères et couronne solaire
- The 2-D wavelet transform in image processing: Two novel applications
- The multiselectivity scheme: A pyramidal organization of wavelets with variable angular selectivity
- Traitement de l'image : de l'équation de la chaleur aux ondelettes
- Angular multiselectivity analysis of images
- Extracting the apparent motion from two successive EIT images
- Measuring a curvature radius with directional wavelets
- Multiscale observations of the solar atmosphere
- Application of the 2-D wavelet transform to astrophysical images
- Small features in the EIT-SoHO images
- Wavelets on the sphere: implementation and approximations
- Penrose tilings, quasicrystals, and wavelets
- Wavelet analysis of a quasiperiodic tiling with fivefold symmetry
- Optical deflection tomography with reconstruction based on sparsity

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