Subpixel-Precise Tracking of Rigid Objects in Real-time

no code implementations • 5 Jul 2018 • Tobias Böttger, Markus Ulrich, Carsten Steger

We present a novel object tracking scheme that can track rigid objects in real time.

Object Object Tracking +1

Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products

no code implementations • 5 Jul 2018 • Patrick Follmann, Bertram Drost, Tobias Böttger

Grocery stores have thousands of products that are usually identified using barcodes with a human in the loop.

Instance Segmentation Object +2

MVTec D2S: Densely Segmented Supermarket Dataset

no code implementations • ECCV 2018 • Patrick Follmann, Tobias Böttger, Philipp Härtinger, Rebecca König, Markus Ulrich

The dataset covers several challenges highly relevant in the field, such as a limited amount of training data and a high diversity in the test and validation sets.

Data Augmentation Instance Segmentation +4

Efficiently Tracking Homogeneous Regions in Multichannel Images

no code implementations • 16 Aug 2017 • Tobias Böttger, Christina Eisenhofer

We present a method for tracking Maximally Stable Homogeneous Regions (MSHR) in images with an arbitrary number of channels.

Object Tracking

Derivate-based Component-Trees for Multi-Channel Image Segmentation

no code implementations • 4 May 2017 • Tobias Böttger, Dominik Gutermuth

We introduce a local flooding-based immersion for the derivate-based component-tree construction which is linear in the number of pixels.

Image Segmentation Optical Character Recognition (OCR) +2