Image and video analysis

Domain Adaptation for Unknown Image Distortions in Instance Segmentation (2022) Gruber M, Brand F, Mosebach A, Seiler J, Kaup A Conference contribution, Conference Contribution Increasing the Accuracy of a Neural Network Using Frequency Selective Mesh-to-Grid Resampling (2022) Spruck A, Heimann V, Kaup A Conference contribution Component-Wise Power Estimation of Electrical Devices Using Thermal Imaging (2021) Herglotz C, Grosche S, Bharadwaj A, Kaup A Journal article 3D Rendering Framework for Data Augmentation in Optical Character Recognition (2021) Spruck A, Hawesch M, Maier A, Rieß C, Seiler J, Kaup A Conference contribution, Conference Contribution Quality Assurance of Weld Seams Using Laser Triangulation Imaging and Deep Neural Networks (2020) Spruck A, Seiler J, Roll M, Dudziak T, Eckstein J, Kaup A Conference contribution, Conference Contribution Deep Network Pruning for Object Detection (2019) Ghosh S, Srinivasa SK, Amon P, Hutter A, Kaup A Conference contribution Deep Counting Model Extensions with Segmentation for Person Detection (2019) Ghosh S, Amon P, Hutter A, Kaup A Conference contribution Irregular Motion Detection in Automotive Navigation Systems with Soft Map Rotation (2019) Pöllot M, Springer D, Schleifer R, Nitsch M, Kaup A Conference contribution, Conference Contribution Robustness of Deep Convolutional Neural Networks for Image Degradations (2018) Ghosh S, Shet R, Amon P, Hutter A, Kaup A Conference contribution, Conference Contribution Detecting Closely Spaced and Occluded Pedestrians Using Specialized Deep Models for Counting (2017) Ghosh S, Amon P, Hutter A, Kaup A Conference contribution, Conference Contribution