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Highlights ► Heavy computational load in visual tracking. ► Global and local view of natural motion. ► Coarse-to-fine tracking strategy. ► Adaptation to motion change. ► Significant reduction in computational load.
Research highlights ► Mixtures of uniform distributions and multivariate Gaussians with full covariance matrices are proposed for background modelling. ► A learning algorithm is derived from the stochastic approximation framework, which has a reduced computational complexity. ► Real time...
Highlights ► We propose a general algorithm for automating interactive segmentation evaluation. ► We suggest four methods for simulating user interactions. ► We compare results from each method to real user interactions. ► A validation study shows that automated evaluation is feasible and...
Research highlights ► Image segmentation algorithms versus their continuous models. ► Model (asymptotic) equivalence of image segmentation algorithms. ► Model equivalence of some fuzzy connectedness and level set segmentation algorithms.
Research highlights ► We propose a Markov random field based sign ambiguity resolution method in interferometry (MSRAI). ► MSARI outperforms traditional path following phase demodulation methods. ► We propose the use of Multilevel Quadratic Pseudo-Boolean Optimization method. ► It better...
Research highlights ► Novel iris representations based on binary features from the multi-scale Taylor expansion. ► Enhancement of the local extrema-based approach with efficient matching. ► Combination of the above two performs with highest recognition rates. ► Evaluation results provided...
Highlights ► Novel idea to analyze corneal reflections of screen illumination in the human eye. ► Novel method for calibrating the geometric relation in display-camera setups. ► Method does not require any user interaction or awareness and special hardware. ► Optimization framework leads...
Research highlights ► Region labeling is successfully faced as OVA multiclass classification. ► We study the benefits offered by OVA classification to region labeling. ► Introduce model that refines the output of a classifier by using co-occurrences. ► Our method is easier to implement...
Highlights ►Video-rate camera tracking and scene mapping extended to multiple maps and cameras. ► Augmented reality established in localized maps with automated switching between. ► Uses portable computer, wearable and hand-held cameras, and i/o via touchscreen. ► Operation demonstrated...
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