IAM

Check out the latest superpixel benchmark — Superpixel Benchmark (2016) — and let me know your opinion! @david_stutz

THESES

M.Sc., 2017
David Stutz.
Learning shape completion from bounding boxes with CAD shape priors.
RWTH Aachen University, September 2017.
Advisors: Dr. Andreas Geiger, Prof. Bastian Leibe
[Project Page: Coming Soon]
B.Sc., 2015
David Stutz.
Superpixel segmentation using depth information.
RWTH Aachen University, September 2014.
Advisors: Alexander Hermans, Prof. Bastian Leibe
[Project Page]

RELATEDARTICLESANDPROJECTS

Articles and project pages related to bachelor and master thesis. Also see Projects as well as PUBLICATIONS and SEMINAR PAPERS .

ARTICLE

Master Thesis Proposal “Shape Completion from Bounding Boxes using CAD Shape Priors”

Part of my master thesis at the Max Planck Institute for Intelligent Systems was an initial proposal — outlining the general idea and the current state-of-the-art. Specifically, I worked on learning 3D shape completion on KITTI using 3D bounding boxes only. In this article, I want to present this proposal.

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17thDECEMBER2017

PROJECT

Weakly-supervised shape completion of cars on KITTI using variational auto-encoders; including two synthetic ShapeNet-based benchmark datasets.

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29thJANUARY2017

PROJECT

Revised C++ implementations of two popular superpixel algorithms, SEEDS and FH, which are shown to outperform the original implementations.

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05thDECEMBER2016

PROJECT

A comprehensive comparison and evaluation of 28 superpixel algorithms on 5 different datasets; published in CVIU and GCPR.

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08thJANUARY2015

PROJECT

A comparison of several state-of-the-art superpixel algorithms using an extended version of the Berkeley Segmentation Benchmark.

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ARTICLE

Bachelor Thesis Proposal “Superpixel Segmentation using Depth Information”

Due to my bachelor thesis at RWTH Aachen University I am currently busy learning everything about superpixel segmentation — the oversegmentation of an image into groups of pixels using low-level features. In this article I want to give a short introduction by presenting my bachelor thesis proposal.

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