research
∙
06/19/2023
Eigenpatches – Adversarial Patches from Principal Components
Adversarial patches are still a simple yet powerful white box attack tha...
share
research
∙
05/22/2023
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation
We present READMem (Robust Embedding Association for a Diverse Memory), ...
research
∙
05/03/2022
Bézier Curve Gaussian Processes
Probabilistic models for sequential data are the basis for a variety of ...
research
∙
03/03/2022
Revisiting Click-based Interactive Video Object Segmentation
While current methods for interactive Video Object Segmentation (iVOS) r...
research
∙
07/01/2021
Generating Synthetic Training Data for Deep Learning-Based UAV Trajectory Prediction
Deep learning-based models, such as recurrent neural networks (RNNs), ha...
research
∙
06/30/2021
MissFormer: (In-)attention-based handling of missing observations for trajectory filtering and prediction
In applications such as object tracking, time-series data inevitably car...
research
∙
03/22/2021
Handling Missing Observations with an RNN-based Prediction-Update Cycle
In tasks such as tracking, time-series data inevitably carry missing obs...
research
∙
08/06/2020
Integration of 3D Knowledge for On-Board UAV Visual Tracking
Visual tracking from an unmanned aerial vehicle (UAV) poses challenges s...
research
∙
05/28/2020
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction
Methods to quantify the complexity of trajectory datasets are still a mi...
research
∙
03/27/2020
A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks
The analysis and quantification of sequence complexity is an open proble...
research
∙
02/05/2019
An RNN-based IMM Filter Surrogate
The problem of varying dynamics of tracked objects, such as pedestrians,...
research
∙
05/19/2018
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark
In recent years, there is a shift from modeling the tracking problem bas...
research
∙
04/16/2018
