Sotabase

Career

· Software Engineer, Meta2022–
· Research Specialist, University of Massachusetts, Boston2022–2021
· Technology Internship Program, Capital One2021–2021
· Intern, Synchrogrid2020–2020
· Flood Damage Prediction, University Research2020–2020
· Researcher and Principal Investigator, UC Berkeley Department of EECS2014–

Publications (90)

Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009
9,752
cited
Unsupervised segmentation of natural images via lossy data compression
Computer Vision and Image Understanding · 2008
558
cited
Fast ℓ1-minimization algorithms and an application in robust face recognition: A review
2010 IEEE International Conference on Image Processing · 2010
476
cited
Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data
SIAM Review · 2008
277
cited
Fast L1-Minimization Algorithms For Robust Face Recognition
2010
264
cited
Distributed recognition of human actions using wearable motion sensor networks
Journal of Ambient Intelligence and Smart Environments · 2009
220
cited
Feature Selection in Face Recognition: A Sparse Representation Perspective
2007
199
cited
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming
2011
143
cited
A Convex Optimization Framework for Active Learning
IEEE International Conference on Computer Vision · 2013
136
cited
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem
Neural Information Processing Systems · 2012
120
cited
Natural Image Segmentation with Adaptive Texture and Boundary Encoding
Asian Conference on Computer Vision · 2009
120
cited
Distributed segmentation and classification of human actions using a wearable motion sensor network
IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops · 2008
113
cited
Robust Statistical Estimation and Segmentation of Multiple Subspaces
2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06) · 2006
102
cited
Fingerprint liveness detection based on histograms of invariant gradients
IEEE International Joint Conference on Biometrics · 2014
92
cited
Informative feature selection for object recognition via Sparse PCA
Vision · 2011
84
cited
On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image
International Journal of Computer Vision · 2004
83
cited
DexterNet: An Open Platform for Heterogeneous Body Sensor Networks and its Applications
2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks · 2009
82
cited
A Review of Fast L(1)-Minimization Algorithms for Robust Face Recognition
2010
81
cited
Distributed Sensor Perception via Sparse Representation
Proceedings of the IEEE · 2010
68
cited
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
67
cited
Sotabase
Allen Yang | Researcher Profile | Sotabase | Sotabase