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Software developed in the Computer Vision Group

Source-Code in C++

Name
Description

dl2.png ICE
C/C++ library for image analysis and image processing (especially suitable for industrial applications and lectures).
The library contains modules for

- visualization
- linear and nonlinear filters
- geometric transformations
- segmentation and contour procession
- camera calibration
- classification
- fitting
- signal transforms
- registration and matching

dl2.png nice-core

C/C++ library for image analysis and image processing (especially suitable for industrial applications and lectures).
The library contains modules for

- Efficient data strucutres for computer vision
- Feature extraction
- Basics matrix algebra
- Basics optimization
dl2.png gp-hik-core

Sub-library for fast inference with Gaussian processes in large-scale applications
dl2.png vislearning

Sub-Library für High-Level Applications in the area of Image Understanding
- Regression
- Classification
- Semantic Segmentation
- High-Level Features
- Incremental Learning
- Novelty Detection
- Active Learning

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Source-Code for Matlab

patchDiscovery.pngdl2.png (Un)supervised and exemplar-specific Patch Discovery (GCPR 14, ECCV WS 14) ... latest version is available on the >>Project page on GitHub<<

segmentation.pngdl2.png Matlab-Interface for Felzenszwalbs Segmentation Method... latest version is available on the >>Project page on GitHub<<

detectionWithLDA.pngdl2.png Generic version of WHO for object detection with LDA models ... latest version is available on the >>Project page on GitHub<<

dl2.png Code for one-class classification based on Gaussian process regression (ACCV 10) ... latest version is available on the >>Project page on GitHub<<

dl2.png Code for active learning with Gaussian process based query strategies (GCPR 13) ... latest version is available on the >>Project page on GitHub<<

dl2.png Code for multi-class novelty detection based on KNFST (CVPR 13) ... latest version is available on the >>Project page on GitHub<<

dl2.png Code for local novelty detection in multi-class recognition (WACV 15) ... latest version is available on the >>Project page on GitHub<<