831 citations · 835 across the 4 of their papers we have counts for
4 papers
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models
Farnoush Zohourian, Jan Siegemund, Mirko Meuter +1
Towards a safe and comfortable driving, road scene segmentation is a rudimentary problem in camera-based advance driver assistance systems (ADAS). Despite of the great achievement…
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation
A. Emre Kavur, N. Sinem Gezer, Mustafa Barış +24
Segmentation of abdominal organs has been a comprehensive, yet unresolved, research field for many years. In the last decade, intensive developments in deep learning (DL) have intr…
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas +3
We propose a 2D Encoder-Decoder based deep learning architecture for semantic segmentation, that incorporates anatomical priors by imitating the encoder component of an autoencoder…
Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations
Laura Steinert, Jens Hoefinghoff, Josef Pauli
If a robot is supposed to roam an environment and interact with objects, it is often necessary to know all possible objects in advance, so that a database with models of all object…