Search Results for author: Ida-Maria Sintorn

Found 3 papers, 1 papers with code

Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields

1 code implementation26 Jun 2023 Ankit Gupta, Ida-Maria Sintorn

A vector quantization step is introduced before the NN calculation to represent the template with $k$ features, and the filter response over the NNFs is used to compare the template and query distributions over the features.

Image Registration object-detection +4

Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks

no code implementations20 Oct 2022 Ankit Gupta, Ida-Maria Sintorn

In this work, we introduce Multi-Scale Attention Branch Networks (MSABN), which enhance the resolution of the generated attention maps, and improve the performance.

Data Augmentation

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