Search Results for author: André Peter Kelm

Found 3 papers, 1 papers with code

Image and AIS Data Fusion Technique for Maritime Computer Vision Applications

1 code implementation7 Dec 2023 Emre Gülsoylu, Paul Koch, Mert Yıldız, Manfred Constapel, André Peter Kelm

This demonstrates the potential of our approach in creating datasets for vessel detection, pose estimation and auto-labelling pipelines.

Management object-detection +4

High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention

no code implementations9 Aug 2023 André Peter Kelm, Niels Hannemann, Bruno Heberle, Lucas Schmidt, Tim Rolff, Christian Wilms, Ehsan Yaghoubi, Simone Frintrop

Our proposed topology also comes with a built-in top-down attention mechanism, which allows processing to be directly influenced by either enhancing or inhibiting category-specific high-level features, drawing parallels to the selective attention mechanism observed in human cognition.

Walk the Lines: Object Contour Tracing CNN for Contour Completion of Ships

no code implementations14 Apr 2020 André Peter Kelm, Udo Zölzer

However, we find CNNs are tailor-made for this task and that's why we present the Walk the Lines (WtL) algorithm, a standard regression CNN trained to follow object contours.

Object

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