Drizzle: A Method for the Linear Reconstruction of Undersampled Images
arXiv:astro-ph/9808087 · doi:10.1086/338393
Abstract
We have developed a method for the linear reconstruction of an image from undersampled, dithered data. The algorithm, known as Variable-Pixel Linear Reconstruction, or informally as Drizzle, preserves photometry and resolution, can weight input images according to the statistical significance of each pixel, and removes the effects of geometric distortion both on image shape and photometry. This paper presents the method and its implementation. The photometric and astrometric accuracy and image fidelity of the algorithm as well as the noise characteristics of output images are discussed. In addition, we describe the use of drizzling to combine dithered images in the presence of cosmic rays.
19 pages, 5 figures, accepted for publication in February 2002 PASP. Major changes and much additional material since original submission in 1998
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- Resolving the Stellar Population of the Standard Elliptical Galaxy NGC3379
- A Probable Optical Counterpart for the Isolated Neutron Star RX J1308.6+2127
- The Structure of Massive Star-Forming Galaxies from JWST and ALMA: Dusty, High Redshift Disk Galaxies
- Microarcsecond VLBI pulsar astrometry with PSRPI I. Two binary millisecond pulsars with white dwarf companions
- Supernova 1954J (Variable 12) in NGC 2403 Unmasked
- The European Large Area ISO Survey VIII: 90-micron final analysis and source counts
- HST and Spitzer Observations of the Host Galaxy of GRB 050904: A Metal-Enriched, Dusty Starburst at z=6.295
- Constraining Neutrino Cooling using the Hot White Dwarf Luminosity Function in the Globular Cluster 47 Tucanae
- A Detection of Sgr A* in the far infrared
- The Star Blended with the MOA-2008-BLG-310 Source Is Not the Exoplanet Host Star
- Milky Way Red Dwarfs in the BoRG Survey; Galactic scale-height and the distribution of dwarfs stars in WFC3 imaging
- Connecting X-ray nuclear winds with galaxy-scale ionised outflows in two lensed quasars
- Characterization of the Inner Knot of the Crab: The Site of the Gamma-ray Flares?
- Revealing a Ring-like Cluster Complex in a Tidal Tail of the Starburst Galaxy NGC 2146
- The orbital motion of the Quintuplet cluster - a common origin for the Arches and Quintuplet clusters?
- Sub-Millimetre Galaxies with Webb: Near-Infrared Counterparts and Multi-wavelength Morphology
- The Close AGN Reference Survey (CARS): IFU survey data and the BH mass dependence of long-term AGN variability
- Spatially resolved imaging of the two-component eta Crv debris disk with Herschel
- The SAMI Galaxy Survey: Asymmetry in Gas Kinematics and its links to Stellar Mass and Star Formation
- Deep Keck u-band imaging of the Hubble Ultra Deep Field: A catalog of z~3 Lyman Break Galaxies
- Weak-Lensing Detection at z~1.3: Measurement of the Two Lynx Clusters with Advanced Camera for Surveys
- A Calibrated Measurement of the Near-IR Continuum Sky Brightness Using Magellan/FIRE
- Early-type galaxies at z~1.3. II. Masses and ages of early-type galaxies in different environments and their dependence on stellar population model assumptions
- Detection and Removal of Artifacts in Astronomical Images
- On the underestimation of dust mass in protoplanetary disks: Effects of disk structure and dust properties
- Optical Surface Brightness Fluctuations of shell galaxies towards 100 Mpc
- X-ray Binary Luminosity Function Scaling Relations in Elliptical Galaxies: Evidence for Globular Cluster Seeding of Low-Mass X-ray Binaries in Galactic Fields
- On the detection of the progenitor of the type Ia supernova 2007on
- Illuminating the Darkest Gamma-Ray Bursts with Radio Observations
- Deep Photometry of Andromeda Reveals Striking Similarities in the Tidal Stream and Spheroid Populations
- The Properties of Galaxies at z>5
- A conspicuous tangential alignment of galaxies in a STIS Parallel Shear Survey field: A new dark-lens candidate ?
- Insight Into a Lensed -dark Galaxy and its Quiescent Companion at
- HATS-25b through HATS-30b: A Half-dozen New Inflated Transiting Hot Jupiters from the HATSouth Survey
- Young stellar populations and star clusters in NGC 1705
- Lucky Imaging of transiting planet host stars with LuckyCam
- Herschel Spectroscopic Observations of LITTLE THINGS Dwarf Galaxies
- Far-Ultraviolet Imaging of the Hubble Deep Field North: Star Formation in Normal Galaxies at z<1
- Hubble Space Telescope Imaging in the Chandra Deep Field South: III. Quantitative Morphology of the 1Ms Chandra Counterparts and Comparison with the Field Population
- Cosmic Infrared Background Fluctuations in Deep Spitzer IRAC Images: Data Processing and Analysis
- New Constraints on the Star Formation History of the Star Cluster NGC 1856
- Anatomy of a post-starburst minor merger: a multi-wavelength WFC3 study of NGC 4150
- A panchromatic analysis of starburst galaxy M82: Probing the dust properties
- The distance to the cool T9 brown dwarf ULAS J003402.77-005206.7
- The lens and source of the optical Einstein ring gravitational lens ER 0047-2808
- Lensed: a code for the forward reconstruction of lenses and sources from strong lensing observations
- The Globular Cluster Systems of Abell 1185
- Firedec: a two-channel finite-resolution image deconvolution algorithm
- High-Efficiency Lucky Imaging
- The Performance of the Robo-AO Laser Guide Star Adaptive Optics System at the Kitt Peak 2.1-m Telescope
- WFCAM Survey of M31 Globular Clusters: Low Mass X-ray Binaries
- Direct imaging of the young spectroscopic binary HD 160934
- Deep Hubble Space Telescope Observations of GW170817: Complete Light Curves and the Properties of the Galaxy Merger of NGC 4993
- Star - Planet - Debris Disk Alignment in the HD 82943 system: Is planetary system coplanarity actually the norm?
- Star cluster formation and evolution in Mrk 930: properties of a metal-poor starburst
- A New Method for Band-limited Imaging with Undersampled Detectors
- Stellar masses, sizes, and radial profiles for 465 nearby early-type galaxies: an extension to the Spitzer Survey of Stellar Structure in Galaxies (SG)
- GRB 010921: Strong Limits on an Underlying Supernova from HST
- Adaptive Optics Observations of B0128+437: A Low-Mass, High-Redshift Gravitational Lens
- Robust Identification of Active Galactic Nuclei through HST Optical Variability in GOODS-S: Comparison with the X-ray and mid-IR Selected Samples
- Circumstellar discs in Galactic centre clusters: Disc-bearing B-type stars in the Quintuplet and Arches clusters
- Forming Early-type Galaxies in Groups Prior to Cluster Assembly
- Euclid-Roman joint microlensing survey: early mass measurement, free floating planets and exomoons
- Analysis and interpretation of the Cramer-Rao lower-bound in astrometry: One dimensional case
- Detector sampling of optical/IR spectra: how many pixels per FWHM?
- The Stellar Mass Evolution of Galaxies in the NICMOS Ultra Deep Field
- SKYSURF: Constraints on Zodiacal Light and Extragalactic Background Light through Panchromatic HST All-Sky Surface-Brightness Measurements: I. Survey Overview and Methods
- Imaging the Cool Hypergiant NML Cygni's Dusty Circumstellar Envelope with Adaptive Optics
- Type Ia Supernova host galaxies as seen with IFU spectroscopy
- History and destiny of an emerging early-type galaxy: New IFU insights on the major-merger remnant NGC7252
- Type Ia supernova Hubble diagram with near-infrared and optical observations
- Color Bimodality in M87 Globular Clusters
- The Swift/UVOT catalogue of NGC4321 star forming sources: A case against density wave theory
- Chemical abundances and properties of the ionized gas in NGC 1705
- The Host Galaxy of GRB 990712
- Deep Optical Photometry of Six Fields in the Andromeda Galaxy
- A Joint Roman Space Telescope and Rubin Observatory Synthetic Wide-Field Imaging Survey
- The Impact of Interpixel Capacitance in CMOS Detectors on PSF shapes and Implications for WFIRST
- Tracing the Peculiar Dark Matter Structure in the Galaxy Cluster CL 0024+17 with Intracluster Stars and Gas
- Lucky Spectroscopy, an equivalent technique to Lucky Imaging. Spatially resolved spectroscopy of massive close visual binaries using the William Herschel Telescope
- Lucky Imaging of M subdwarfs
- Constraints on the binary Properties of mid to late T dwarfs from Hubble Space Telescope WFC3 Observations
- An HST study of three very faint GRB host galaxies
- The Spitzer/IRAC Legacy over the GOODS Fields: Full-Depth 3.6, 4.5, 5.8 and 8.0um Mosaics and Photometry for > 9000 Galaxies at z~3.5-10 from the GOODS Re-ionization Era wide-Area Treasury from Spitzer (GREATS)
- HUDF-JD2: Mid-infrared Evidence for a z~2 Luminous Infrared Galaxy
- Ultraviolet HST Observations of the Jet in M87
- Weak Lensing from Space I: Instrumentation and Survey Strategy
- Spatially resolved spectroscopy of close massive visual binaries with HST/STIS: I. Seven O-type systems
- HST Discovery of a z = 3.9 Multiply Imaged Galaxy Behind the Complex Cluster Lens WARPS J1415.1+36 at z = 1.026
- RXJ0848.6+4453: The Evolution of Galaxy Sizes and Stellar Populations in a z=1.27 Cluster
- Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies
- Dusty ERO Search behind Two Massive Clusters
- The Morphological decomposition of Abell A868
- A Compact Cluster of Massive Red Galaxies at a Redshift of 1.51
- Cross-correlation between X-ray and optical/near-infrared background intensity fluctuations
- Integral Field Spectroscopy of Extended Lyman-alpha Emission from the DLA Galaxy in Q2233+131
- MIRI Deep Imaging Survey (MIDIS) of the Hubble Ultra Deep Field
- A possible bright blue SN in the afterglow of GRB 020305
- The Massive Star Clusters in the Dwarf Merger ESO 185-IG13: is the Red Excess Ubiquitous in Starbursts?
- The late-time afterglow evolution of long gamma-ray bursts GRB 160625B and GRB 160509A
- Properties of the irregular satellite system around Uranus inferred from K2, Herschel and Spitzer observations
- GaBoDS: The Garching-Bonn Deep Survey - III. Lyman-Break Galaxies in the Chandra Deep Field South
- The ARCONS Pipeline: Data Reduction for MKID Arrays
- Nebular and global properties of the gravitationally lensed galaxy "the 8 o'clock arc"
- Host Galaxies of the High-redshift AGNs in the GOODS Fields
- Absolute Calibration of Cepheid Period-Luminosity Relations in NGC 4258
- Lyman Continuum Galaxy Candidates in COSMOS
- Beyond the fibre: Resolved properties of SDSS galaxies
- Revisiting the complex nuclear region of NGC 6240 with Chandra
- The UV--mid-IR Spectral Energy Distribution of a z=1.7 Quasar Host Galaxy
- Observational Biases Masquerading as Cosmological Effects? A Cautionary Tale about Blue Tilts and Other Trends in Globular Cluster Systems
- HATS-22b, HATS-23b and HATS-24b: Three new transiting Super-Jupiters from the HATSouth Project
- Mass and dust in the disk of a spiral lens galaxy
- A wide planetary-mass companion to a young low-mass brown dwarf in Ophiuchus
- Two Moderate-Redshift Analogs to Compact Massive Early-Type Galaxies at High Redshifts
- The new infra-red view of evolved stars in IZw18
- A Chandra Observation of the Nearby Lenticular Galaxy NGC 5102: Where are the X-ray Binaries?
- The 3--D ionization structure of NGC 6818: a Planetary Nebula threatened by recombination
- Flexion measurement in simulations of Hubble Space Telescope data
- New Insights into Time Series Analysis II -- No Correlated Observations
- The galaxy density environment of gamma-ray burst host galaxies
- Large Adaptive Optics Survey for Substellar Objects (LASSO) Around Young, Nearby, Low-mass Stars with Robo-AO
- The MUSE Ultra Deep Field (MUDF). III. Hubble Space Telescope WFC3 Grism Spectroscopy and Imaging
- Mitigating the effects of undersampling in weak lensing shear estimation with metacalibration
- Multiplicity of the Galactic Senior Citizens: A high-resolution search for cool subdwarf companions
- LINEAR: A Novel Algorithm for Reconstructing Slitless Spectroscopy from HST/WFC3
- The effect of detector nonlinearity on WFIRST PSF profiles for weak gravitational lensing measurements
- A homogeneous analysis of disks around brown dwarfs
- Locating Star-Forming Regions in Quasar Host Galaxies
- Unravelling the morphologies of Luminous Compact Galaxies using the HST/ACS GOODS survey
- A Comparison of Weak Lensing Measurements From Ground- and Space-Based Facilities
- Realistic synthetic integral field spectroscopy with RealSim-IFS
- Super-resolution wavefront reconstruction
- A Deep Search with HST for Late Time Supernova Signatures in the Hosts of XRF 011030 and XRF 020427
- Powerful Radio-Loud Quasars are Triggered by Galaxy Mergers in the Cosmic Bright Ages
- The IRCAL Polarimeter: Design, Calibration, and Data Reduction for an Adaptive Optics Imaging Polarimeter
- Reconciling optical and radio observations of the binary millisecond pulsar PSR J1640+2224
- IR-excesses around nearby Lambda Boo stars are caused by debris disks rather than ISM bow waves
- A fast 2D image reconstruction algorithm from 1D data for the Gaia mission
- Bad pixel modified interpolation for astronomical images
- Identification of the infrared counterpart of SGR 1935+2154 with the Hubble Space Telescope
- LineStacker: A spectral line stacking tool for interferometric data
- The innermost globular clusters of M87
- Constraining the X-ray - Infrared spectral index of second-timescale flares from SGR1935+2154 with Palomar Gattini-IR
- Superresolution Reconstruction of Severely Undersampled Point-spread Functions Using Point-source Stacking and Deconvolution
- Dynamical Fragmentation of the T Pyxidis Nova Shell During Recurrent Eruptions
- A weak lensing analysis of a STIS dark-lens candidate
- Stellar Populations of Luminous Evolved Galaxies at z~1.5
- Resolving the Shocks in Radio Galaxy Nebulae: HST and Radio Imaging of 3C 171, 3C277.3 and PKS2250-41
- The Astrometric Performance Test of 80-cm Telescope at Yaoan Station and Precise CCD Positions of Apophis
- Compact Quiescent Galaxies at Intermediate Redshifts
- The HST/ACS Grism Parallel Survey: II. First Results and a Catalog of Faint Emission-Line Galaxies at z < 1.6
- A Giant Disk Galaxy Two Billion Years After The Big Bang
- Baryonic Distributions in the Dark Matter Halo of NGC5005
- The dark clump near Abell 1942: dark matter halo or statistical fluke?
- Weak Gravitational Lensing Shear Estimation with Metacalibration for the Roman High-Latitude Imaging Survey
- Chandra and Hubble Space Telescope observations of dark gamma-ray bursts and their host galaxies
- Simulating image coaddition with the Nancy Grace Roman Space Telescope: I. Simulation methodology and general results
- Evidence of dust grain evolution from extinction mapping in the IC 63 photodissociation region
- The Lyman Alpha Reference Sample XI: Efficient Turbulence Driven Lyα Escape and the Analysis of IR, CO and [C II]158 μm
- Slitless grism spectroscopy with the HST Advanced Camera for Surveys
- The host galaxy of GRB 011121: Morphology and Spectral Energy Distribution
- Witnessing an extreme, highly efficient galaxy formation mode with resolved Ly and LyC emission
- On the evolution of the size of Lyman alpha halos across cosmic time: no change in the circumgalactic gas distribution when probed by line emission
- Mutual inclinations between giant planets and their debris discs in HD 113337 and HD 38529
- Pixelation Effects in Weak Lensing
- Multi-epoch, high spatial resolution observations of multiple T Tauri systems
- A deep and wide-field view at the IC 2944 / 2948 complex in Centaurus
- Weak Gravitational Lensing Systematics from Image Combination
- Herschel and Spitzer observations of slowly rotating, nearby isolated neutron stars
- Probing sub-galactic mass structure with the power spectrum of surface-brightness anomalies in high-resolution observations of galaxy-galaxy strong gravitational lenses. I. Power-spectrum measurement and feasibility study
- Flame: A Flexible Data Reduction Pipeline for Near-Infrared and Optical Spectroscopy
- The Burst Cluster: Dark Matter in a Cluster Merger Associated with the Short Gamma Ray Burst, GRB 050509B
- Designing Future Dark Energy Space Missions: II. Photometric Redshift of Space Weak Lensing Optimized Survey
- The absolute proper motions of the Arches and Quintuplet clusters
- Point-like sources among z>11 galaxy candidates: contaminants due to supernovae at high redshifts?
- The Beginning of the End: Hubble Space Telescope Images of Seyfert's Sextet
- On the Possibility of Stellar Lenses in the Black Hole Candidate Microlensing Events MACHO-96-BLG-5 and MACHO-98-BLG-6
- Initial results from a laboratory emulation of weak gravitational lensing measurements
- The WFPC2 Archival Parallels Project
- The impact of correlated noise on galaxy shape estimation for weak lensing
- The Hubble Legacy Archive NICMOS Grism Data
- The Dark Matter Distributions in Low-Mass Disk Galaxies. I. H Observations Using the Palomar Cosmic Web Imager
- Towards Super-resolution via Iterative multi-exposure Coaddition
- The AKARI FU-HYU galaxy evolution program: First results from the GOODS-N field
- The infrared-dominated jet of 3C401
- An Algorithm to Mitigate Charge Migration Effects in Data from the Near Infrared Imager and Slitless Spectrograph on the James Webb Space Telescope
- Color, 3D simulated images with shapelets
- The Lyman Reference Sample XIV: Lyman imaging of 45 low redshift star-forming galaxies and inferences on global emission
- The Hubble Deep Field South Flanking Fields
- Near-Infrared Observations of Powerful High-Redshift Radio Galaxies: 4C 40.36 and 4C 39.37
- The First Integral Field Unit Spectroscopic View of Shocked Cluster Galaxies
- The Morphological Transformation of Red-Sequence Galaxies in the Distant Cluster XMMU J1229+0151
- A search for Population III galaxies in CLASH. I. Singly-imaged candidates at high redshift
- Faint U-Band Dropouts in the WFPC2 Parallels of the Hubble Ultra Deep Field
- SImMER: A Pipeline for Reducing and Analyzing Images of Stars
- A Synthetic Roman Space Telescope High-Latitude Time-Domain Survey: Supernovae in the Deep Field
- The PHANGS-MUSE/HST-Halpha Nebulae Catalogue
- The Close AGN Reference Survey (CARS): No evidence of galaxy-scale hot outflows in two nearby AGN
- Discovery of an Optical Counterpart to the Supersoft X-ray Source in the Globular Cluster M3
- An Overdensity of i-dropouts Among A Population of Excess Field Objects in the Virgo Cluster
- Dissecting the Extended X-ray Emission in the Merging Pair NGC 6240
- The Lyman-alpha and Continuum Origins Survey. I. Survey description and Ly imaging
- The Counter Arc to MS1512-cB58 and a Companion Galaxy
- Simulating image coaddition with the Nancy Grace Roman Space Telescope: II. Analysis of the simulated images and implications for weak lensing
- A Hubble Space Telescope Imaging Study of Four FeLoBAL Quasar Host Galaxies
- Circumgalactic Environments around Distant Quasars 3C 9 and 4C 05.84
- Siril: An Advanced Tool for Astronomical Image Processing
- The young binary HD 102077: Orbit, spectral type, kinematics, and moving group membership
- Simulating image coaddition with the Nancy Grace Roman Space Telescope: III. Software improvements and new linear algebra strategies
- Variability search in M 31 using Principal Component Analysis and the Hubble Source Catalog
- Spherical Panoramas for Astrophysical Data Visualization
- Environment of the submillimeter-bright massive starburst HFLS3 at 6.34
- An optical-IR jet in 3C133
- The infrared counterpart and proper motion of magnetar SGR0501+4516
- Learning Spectral Templates for Photometric Redshift Estimation from Broadband Photometry
- Identification and analysis of the young population in the starburst galaxy NGC 253
- The first Palomar Gattini-IR catalog of J-band light curves: construction and public data release
- Infrared-faint radio sources remain undetected at far-infrared wavelengths. Deep photometric observations using the Herschel Space Observatory
- Deep Co-Added Sky from Catalina Sky Survey Images
- Near-infrared evolution of the equatorial ring of SN 1987A
- Herschel-PACS photometry of faint stars
- spike: A tool to drizzle HST, JWST, and Roman PSFs for improved analyses
- Herschel-PACS photometry of Uranus' five major moons
- Measuring the Substructure Mass Power Spectrum of 23 SLACS Strong Galaxy-Galaxy Lenses with Convolutional Neural Networks
- Cosmic Ray Rejection with Attention Augmented Deep Learning
- The Complete Spitzer Survey of Stellar Structure in Galaxies (CSG)
- Vigorous star formation in a bulge-dominated ERO at z = 1.34
- Non-gaussianity of optical emission lines in SDSS star-forming galaxies and its implications on galactic outflows
- Measuring the mass of the supermassive black hole of the lenticular galaxy NGC 4546
- Using Gaia DR2 to make a systematic comparison between two geometric distortion solutions
- Young, active radio stars in the AB Doradus moving group
- Laser-only adaptive optics achieves significant image quality gains compared to seeing-limited observations over the entire sky
- Cosmic Vine: High abundance of massive galaxies and dark matter halos in a forming cluster at z=3.44
- The Gemini/HST Galaxy Cluster Project: Environment Effects on the Stellar Populations in the Lynx Clusters at z=1.27
- Molecular content of a type-Ia SN host galaxy at z=0.6
- The Bright Ages Survey. I. Imaging Data
- Zangetsu: A Candidate of Isolated, Quiescent, and Backsplash Ultra-Diffuse Galaxy in the COSMOS Field
- Observational properties of visual binaries as modelled using a synthetic catalogue, I: For visual apparent magnitudes
- Combining high-contrast imaging with high-resolution spectroscopy: Actual on-sky MIRI/MRS results compared to expectations
- Uncovering the MIR emission of quiescent galaxies with
- Hubble Space Telescope Observations of Tadpole Galaxies Kiso 3867, SBS0, SBS1, and UM461
- Low-Energy Electron Microscopy contrast of stacking boundaries: comparing twisted few-layer graphene and strained epitaxial graphene on silicon carbide
- SKYSURF. X. A Novel Method for Measuring Integrated Galaxy Light
- The Close AGN Reference Survey (CARS): SOFIA detects spatially-resolved [CII] emission in the luminous AGN HE0433-1028
- Hubble imaging of V1331 Cygni: Proper motion study of its circumstellar structures
- Direct model fitting to combine dithered ACS images
- The Parallel Ionizing Emissivity Survey (PIE). I. Survey design and selection of candidate Lyman Continuum leakers at 3.1<z<3.5
- fiDrizzle-MU: A Fast Iterative Drizzle with Multiplicative Updates
- Stellar populations -- the next ten years
- An Adaptive Optics Census of Companions to Northern Stars Within 25 pc with Robo-AO
- Image warp preserving content intensity
- Spectral Map Making with SPHEREx
- MIDIS: Quantifying the AGN component of X-ray-detected galaxies
- Time Delay Cosmography: Analysis of Quadruply Lensed QSO SDSSJ1433 from Wendelstein Observatory
- Structural parameters and possible association of the Ultra-Faint Dwarfs Pegasus III and Pisces II from deep Hubble Space Telescope photometry
- The Fast Radio Burst-emitting magnetar SGR 1935+2154 -- proper motion and variability from long-term Hubble Space Telescope monitoring