Lars Wilko Sommer

Orcid: 0000-0001-8711-5959

According to our database1, Lars Wilko Sommer authored at least 42 papers between 2013 and 2024.

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Bibliography

2024

2023
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024.
CoRR, 2023


Deep Learning Based UAV Payload Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

Drone-vs-Bird Detection Grand Challenge at ICASSP2023.
Proceedings of the IEEE International Conference on Acoustics, 2023

Proposing Gaze-Based Interaction and Automated Screening Results for Visual Aerial Image Analysis.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2023

2022
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.
CoRR, 2022

Usage of Vehicle Re-Identification Models for Improved Persistent Multiple Object Tracking in Wide Area Motion Imagery.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022


2021
Deep Learning based Vehicle Detection in Aerial Imagery
PhD thesis, 2021

Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge.
Sensors, 2021

FastAER Det: Fast Aerial Embedded Real-Time Detection.
Remote. Sens., 2021

Double Head Predictor based Few-Shot Object Detection for Aerial Imagery.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Appearance and Motion Based Persistent Multiple Object Tracking in Wide Area Motion Imagery.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU.
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

Drone-vs-Bird Detection Challenge at IEEE AVSS2021.
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020
PAS Tracker: Position-, Appearance- and Size-Aware Multi-object Tracking in Drone Videos.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020



2019
Comprehensive Analysis of Deep Learning-Based Vehicle Detection in Aerial Images.
IEEE Trans. Circuits Syst. Video Technol., 2019

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


2018
A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification.
CoRR, 2018

Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Semantic Labeling Based Vehicle Detection in Aerial Imagery.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018


VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018


Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Fast Deep Vehicle Detection in Aerial Images.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Flying object detection for automatic UAV recognition.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Semantic labeling for improved vehicle detection in aerial imagery.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Deep cross-domain flying object classification for robust UAV detection.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Drone-vs-Bird detection challenge at IEEE AVSS2017.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
A survey on moving object detection for wide area motion imagery.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Low resolution vehicle re-identification based on appearance features for wide area motion imagery.
Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016

2013
Object tracking as job-scheduling problem.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013


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