3 citations · 6 across the 8 of their papers we have counts for
9 papers
Pointwise Metrics Mislead: An Evaluation Protocol for Multimodal Inverse Problems
Mads H. Baattrup, Jörn Bach, Laurids Jeppe +4
Evaluation in scientific reconstruction is dominated by pointwise metrics - RMSE, MAE, per-event resolution - under the implicit assumption that lower error means better reconstruc…
Conceptual Evaluation of Deep Visual Stereo Odometry for the MARWIN Radiation Monitoring Robot in Accelerator Tunnels
André Dehne, Juri Zach, Peer Stelldinger
The MARWIN robot operates at the European XFEL to perform autonomous radiation monitoring in long, monotonous accelerator tunnels where conventional localization approaches struggl…
Diffusion-Based Synthetic Brightfield Microscopy Images for Enhanced Single Cell Detection
Mario de Jesus da Graca, Jörg Dahlkemper, Peer Stelldinger
Accurate single cell detection in brightfield microscopy is crucial for biological research, yet data scarcity and annotation bottlenecks limit the progress of deep learning method…
PuzzlePoles: Cylindrical Fiducial Markers Based on the PuzzleBoard Pattern
Juri Zach, Peer Stelldinger
Reliable perception of the environment is a key enabler for autonomous systems, where calibration and localization tasks often rely on robust visual markers. We introduce the Puzzl…
Enhancing ECG Classification Robustness with Lightweight Unsupervised Anomaly Detection Filters
Mustafa Fuad Rifet Ibrahim, Maurice Meijer, Alexander Schlaefer +1
Continuous electrocardiogram (ECG) monitoring via wearable devices is vital for early cardiovascular disease detection. However, deploying deep learning models on resource-constrai…
On-Device Inference versus Wireless Streaming: Energy-Efficient Multi-Modal Deep Learning for Wearable Cardiovascular Patches
Mustafa Fuad Rifet Ibrahim, Tunc Alkanat, Felix Manthey +3
Wearable cardiovascular sensor patches promise continuous, unobtrusive monitoring, but their tight energy, memory, and compute budgets make it unclear whether physiological signals…
PuzzleBoard: A New Camera Calibration Pattern with Position Encoding
Peer Stelldinger, Nils Schönherr, Justus Biermann
Accurate camera calibration is a well-known and widely used task in computer vision that has been researched for decades. However, the standard approach based on checkerboard calib…
Search for bottom quark associated production of the standard model Higgs boson in final states with leptons in proton-proton collisions at = 13 TeV
CMS Collaboration
This Letter presents the first search for bottom quark associated production of the standard model Higgs boson, in final states with leptons. Higgs boson decays to pairs of tau lep…
On de Bruijn Rings and Families of Almost Perfect Maps
Peer Stelldinger
De Bruijn tori, or perfect maps, are two-dimensional periodic arrays of letters from a finite alphabet, where each possible pattern of shape (m,n) appears exactly once in a single…