Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
Subspace
Mathematics
Spectral Clustering
Mathematics
Recovery
Engineering & Materials Science
High-dimensional
Mathematics
Outlier
Mathematics
Curvature
Mathematics
Computer vision
Engineering & Materials Science
Clustering algorithms
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2006 2021
ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
8/15/18 → 7/31/21
Project: Research project
precision agriculture
detection
Robust Variational Data Assimilation under Incomplete and Inaccurate Inputs: Extremes, Biases, and Observability in Joint Assimilation of Satellite Precipitation and Soil Moisture
8/15/18 → 8/14/21
Project: Research project
data assimilation
soil moisture
assimilation
science
modeling
Geometric Analysis
Paradigm
Research Output 1998 2019
Graph convolutional neural networks via scattering
Zou, D. & Lerman, G., Jan 1 2019, In : Applied and Computational Harmonic Analysis.Research output: Contribution to journal › Article
Scattering
Neural Networks
Neural networks
Graph in graph theory
Manipulation
7
Citations
(Scopus)
An Overview of Robust Subspace Recovery
Lerman, G. & Maunu, T., Aug 1 2018, In : Proceedings of the IEEE. 106, 8, p. 1380-1410 31 p., 8425657.Research output: Contribution to journal › Review article
Recovery
Distributed robust subspace recovery
Huroyan, V. & Lerman, G., Jan 1 2018, In : SIAM Journal on Scientific Computing. 40, 5, p. A3067-A3090Research output: Contribution to journal › Article
Recovery
Subspace
Gradient methods
Ad hoc networks
Linear Convergence
2
Citations
(Scopus)
Estimation of Camera Locations in Highly Corrupted Scenarios: All about that Base, No Shape Trouble
Lerman, G. & Shi, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 2868-2876 9 p. 8578401. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Cameras
Exact camera location recovery by least unsquared deviations
Lerman, G., Shi, Y. & Zhang, T., Jan 1 2018, In : SIAM Journal on Imaging Sciences. 11, 4, p. 2692-2721 30 p.Research output: Contribution to journal › Article
Deviation
Recovery
Camera
Cameras
Pairwise