Concepedia

Peter Ochs

PO

Statistics

Publications

12

Citations

2K

H-Index

11

Active since

2011

Affiliations

University of Freiburg(Current)

Graz University of Technology

Austrian Institute of Technology

Saarland University

Peter Ochs is an author at University of Freiburg specializing in engineering, computer vision, and inverse problems.

Top concepts

EngineeringImage AnalysisComputer VisionInverse ProblemsMachine VisionComputer ScienceConvex OptimizationApproximation TheoryMachine LearningNumerical Analysis

Publications per year

2011–2019

12

Publications

12

Segmentation of Moving Objects by Long Term Video Analysis

Peter Ochs, Jitendra Malik, Thomas Brox · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 594 citations

Point Trajectories, Scene Analysis, Engineering +17

iPiano: Inertial Proximal Algorithm for Nonconvex Optimization

Peter Ochs, Yunjin Chen, Thomas Brox et al. · SIAM Journal on Imaging Sciences · 2014 · 446 citations

Numerical Analysis, Mathematical Programming, Engineering +17

Object segmentation in video: A hierarchical variational approach for turning point trajectories into dense regions

Peter Ochs, Thomas Brox · 2011 · 219 citations

Point Trajectories, Scene Analysis, Engineering +16

On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision

Peter Ochs, Alexey Dosovitskiy, Thomas Brox et al. · SIAM Journal on Imaging Sciences · 2015 · 204 citations

Mathematical Programming, Engineering, Variational Analysis +21

Higher order motion models and spectral clustering

Peter Ochs, Thomas Brox · 2012 · 174 citations

Spectral Theory, Point Trajectories, Engineering +18

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