Startseite
Tools + Demos
Machine Learning
An iterative learning algorithm for support vector classification
A method for learning overcomplete data representations and performing overcomplete blind source separation
Neural Gas for Dictionary Learning
Robust and Fast Learning of Sparse Codes with Stochastic Gradient Descent
A simple method for high-performance digit recognition based on sparse coding
A collection of methods for novelty detection, one-class classification, and density estimation.
A method for classification with the least number of features.
Human and Computer Vision
Demos Human and Computer Vision
E. Barth's selected demos
Large set of gaze recordings on high-resolution natural video to Dorr et al., Variability of eye movements when viewing dynamic natural scenes, Journal of Vision, 10(10):28, 2010.
Saliency by intrinsic dimensionality
Video demos of the geometrical invariants to Vig et al., Intrinsic dimensionality predicts the saliency of dynamic natural scenes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(6):1080-1091, 2012.
Eye movements on multiple overlaid natural movies
Example stimuli to Barth et al., Efficient coding and multiple motions, Vision Research, 50(22), p. 2190-2199, 2010.
Eye Tracker Simulation Framework
A MATLAB framework for simulating video-oculographic eye trackers
A version of LBreakout2 that can be controlled by gaze
Datasets for the localisation of (circular) objects
Inspection of Light-emitting Diodes
Feature-extraction and classification methods for the automatic inspection of manufactured LEDs.
Illumination Correction for Stitching Images
Examples of a robust and fast illumination correction method that avoids boundary artifacts
Bioinformatics
A formal language for modelling regulatory network systems consisting of transcription factors and genes encoding them
Source code and data set for predicting the translocation pathway from the sequences of signal peptides
Source code and data set for identification of classical and non-classical secretory proteins in mammalian genomes
Prediction of Apoptosis protein Locations using GASVM
Prediction of bioluminescent proteins
EcmPred
Prediction of Extracellular matrix proteins
