IAM

OPENSOURCEFAN STUDYING
STUDYINGCOMPUTERSCIENCEANDMATH COMPUTERSCIENCE

Check out my research on superpixel segmentation: Superpixels / SEEDS
16thJUNE2016

READING

L. Sevilla-Lara, D. Sun, V. Jampani, M. J. Black. Optical Flow with Semantic Segmentation and Localized Layers. Computing Research Repository, abs/1603.03911, 2016. PDF

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16thJUNE2016

READING

M. Kiefel, V. Jampani, P. V. Gehler. Permutohedral Lattice CNNs. Computing Research Repository, abs/1412.6618, 2014. PDF

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ARTICLE

Tips and Tricks for Studying Computer Science at RWTH Aachen University

There are many things worth knowing about studying computer science at RWTH Aachen University. This article presents a collection of tips and tricks regarding specific courses as well as studying computer science in general.

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ARTICLE

Seminar Paper “iPiano: Inertial Proximal Algorithms for Non-Convex Optimization”

In the course of a seminar on “Selected Topics in Image Processing”, I worked on iPiano, an algorithm for non-convex and non-smooth optimization proposed by Ochs et al. [1]. iPiano combines forward-backward splitting with an inertial force. This article presents the corresponding seminar paper including an implementation in C++ with applications to image denoising, image segmentation and compressed sensing.

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ARTICLE

Installing Jupyter/IPython, Caffe not Finding CUDA, NVIDIDA Login Loop, Monitoring GPU Usage

SERIES»Working with Ubuntu«

This series collects tips and tricks for working with Ubuntu: installing Jupyter/IPython, Caffe not finding CUDA, NVidia login loop and monitoring GPU usage.

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ARTICLE

Image Retrieval – Reading List

Image retrieval describes the problem of finding, within a large database, images containing the same or similar objects as a given query image. This article is meant to provide a short reading list for image retrieval by focussing on the associated subproblems: image description, descriptor compression, nearest-neighbor search and query expansion.

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09thMAY2016

READING

David G. Lowe. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60(2):91–110, November 2004. PDF

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07thMAY2016

READING

O. Chum, J. Philbin, J. Sivic, M. Isard, A. Zisserman. Total recall: Automatic query expansion with a generative feature model for object retrieval. In Computer Vision, International Conference on, pages 1–8, Rio de Janeiro, Brazil, October 2007. PDF

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07thMAY2016

READING

C. Harris, M. Stephens. A combined corner and edge detector. In Alvey Vision Conference, pages 1–6, Manchester, United Kingdom, September 1988. PDF

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06thMAY2016

READING

G. Kutyniok. Theory and Applications of Compressed Sensing. Computing Research Repository, abs/1203.3815, 2012. 

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