LSST Dark Energy Science Collaboration Blending Task Force Presentations
DATE | PRESENTER | TItle | Slides | VIDEO |
---|---|---|---|---|
10/02/2017 | Jim Bosch | LSST Data Release Pipelines; Big Questions for Blending | animated google presentation, pdf | Zoom |
10/16/2017 | Peter Melchior, Fred Moolekamp | Multi-band deblending for LSST (also see 05/07/2018 presentation on Scarlet) [arXiv:1708.09066)] | Peter (pdf), Fred (pdf) | Zoom |
10/23/2017 | Gary Bernstein | Shear estimation with Bayesian Fourier Domain (BFD) method; thoughts on blending at LSST depths | Zoom | |
10/30/2017 | Simon Samuroff | Im3shape and blending in DES | Zoom | |
11/06/2017 | Erin Sheldon | The MOF deblender used in DES + discussion of interplay with metacalibration | Zoom | |
11/20/2017 | Robert Lupton | Failure modes due to blended objects, at LSST depth (e.g., HSC), in detection, photometry, shape measurements, etc. | Zoom | |
11/27/2017 | Rachel Mandelbaum | Shear estimation and blending in HSC | N/A | |
12/04/2017 | Ian Dell'Antonio, Shenming Fu, Binyang Liu | Effects of blending on cluster shear profiles | google presentation (updated Aug 2018) | N/A |
12/18/2017 | Laurence Perreault Levasseur | Convolutional neural networks and independent component analysis of multi-filter imaging data (continued on Jan 29) [arXiv:1708.08842] | N/A | |
01/22/2018 | David Kirkby | Image simulations for blended objects | Zoom | |
01/29/2018 | Laurence Perreault Levasseur | Convolutional neural networks and independent component analysis of multi-filter imaging data (continued from Dec 18) | N/A | |
02/26/2018 | Benne Holwerda | What do we know about occulting galaxy pairs? [arXiv:1605.02420] | Zoom | |
03/05/2018 | Joachim Harnois-Deraps | Testing the blend-exclusion bias on cosmic shear with mocks lensing data [arxiv:1805.04511] | Zoom | |
03/19/2018 | Erin Sheldon | Single object co-adds: implementations and testing | Zoom | |
04/16/2018 | Alexie Leauthaud | Study of photometric performance of HSC pipeline by superimposing GalSim images on HSC images (SynPipe) | arXiv:1705.01599, SynPipe github | |
04/30/2018 | Raphael Shirley | Using the Bayesian Evidence for Source Extraction, Model Comparison and Deblending | N/A | |
05/07/2018 | Peter Melchior, Fred Moolekamp | Improvements to SCARLET deblender, update on integration into the LSST stack, and future directions in deblending (including multi-survey) [arXiv:1802.10157] | Fred (pdf), Peter (pdf) | Zoom |
05/21/2018 | Sowmya Kamath | Quantifying effects of blending using simulated galaxy pairs + Hybrid use of the LSST science pipelines & Scarlet | Zoom | |
06/18/2018 | Jim Bosch | Co-addition algorithms and impacts of blending | animated google presentation | Zoom |
07/02/2018 | Cyrille Doux | Deblending galaxies with deep, convolutional, probabilistic neural networks | 1st half of Zoom | |
07/02/2018 | Sowmya Kamath | Addressing blending challenges with neural networks – A case study: Mask R-CNN | animated google presentation, pdf | 2nd half of Zoom |
07/24/2018 | Francois Lanusse | CMU DeepLens: Deep Learning For Automatic Image-based Galaxy-Galaxy Strong Lens Finding [arXiv:1703.02642] | N/A |