Andreas Michel

According to our database, Andreas Michel authored at least 15 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation.

Andreas Michel, Martin Weinmann, Jannick Kuester, Faisal Alnasser, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz

Int. J. Comput. Vis., July, 2025

3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results.

Benjamin Kiefer, Lojze Zust, Jon Muhovic, Matej Kristan, Janez Pers, Matija Tersek, Uma Mudenagudi, Chaitra Desai, Arnold Wiliem, Marten Kreis, Nikhil Akalwadi, Yitong Quan, Zhiqiang Zhong, Zhe Zhang, Sujie Liu, Xuran Chen, Yang Yang, Matej Fabijanic, Fausto Ferreira, Seongju Lee, Junseok Lee, Kyoobin Lee, Shanliang Yao, Runwei Guan, Xiaoyu Huang, Yi Ni, Himanshu Kumar, Yuan Feng, Yi-Ching Cheng, Tzu-Yu Lin, Chia-Ming Lee, Chih-Chung Hsu, Jannik Sheikh, Andreas Michel, Wolfgang Gross, Martin Weinmann, Josip Saric, Yipeng Lin, Xiang Yang, Nan Jiang, Yutang Lu, Fei Feng, Ali Awad, Evan Lucas, Ashraf Saleem, Ching-Heng Cheng

CoRR, January, 2025

3^rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results.

Benjamin Kiefer, Lojze Zust, Jon Muhovic, Matej Kristan, Janez Pers, Matija Tersek, Uma Mudenagudi, Chaitra Desai, Arnold Wiliem, Marten Kreis, Nikhil Akalwadi, Yitong Quan, Zhiqiang Zhong, Zhe Zhang, Sujie Liu, Xuran Chen, Yang Yang, Matej Fabijanic, Fausto Ferreira, Seongju Lee, Junseok Lee, Kyoobin Lee, Shanliang Yao, Runwei Guan, Xiaoyu Huang, Yi Ni, Himanshu Kumar, Yuan Feng, Yi-Ching Cheng, Tzu-Yu Lin, Chia-Ming Lee, Chih-Chung Hsu, Jannik Sheikh, Andreas Michel, Wolfgang Gross, Martin Weinmann, Josip Saric, Yipeng Lin, Xiang Yang, Nan Jiang, Yutang Lu, Fei Feng, Ali Awad, Evan Lucas, Ashraf Saleem, Ching-Heng Cheng, Yu-Fan Lin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Effects of a Multi-Sensor Convolutional Autoencoder Model for Lossy Hyperspectral Data Compression on Surveillance Target Detection.

Jannick Kuester, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Wolfgang Gross, Michael Heizmann

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

2^nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results.

Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression.

Jannick Kuester, Wolfgang Gross, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann

Proceedings of the IGARSS 2024, 2024

Comparing Machine Learning and Classical Approaches for Detection of Camouflage Targets in Hyperspectral Data.

Wolfgang Gross, Simon Schreiner, Jannick Kuester, Andreas Michel, Wolfgang Middelmann, Marius Vögtli, Luc Sierro, Mathias Kneubühler

Proceedings of the IGARSS 2024, 2024

2023

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

Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann

CoRR, 2023

Terrestrial Visual Dust Density Estimation Based On Deep Learning.

Andreas Michel, Martin Weinmann, Fabian Schenkel, Thomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DustNet: Attention to Dust.

Andreas Michel, Martin Weinmann, Fabian Schenkel, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Class-aware Object Counting.

Andreas Michel, Wolfgang Gross, Fabian Schenkel, Wolfgang Middelmann

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

2021

Advanced Ubiquitous Monitoring Services for Workers in Automated Production Environments.

Sebastian Müller, Matthias Baldauf, Andreas Michel, Peter Fröhlich

Proceedings of the Workshop on Automation Experience at the Workplace, 2021

Human Interventions in the Smart Factory - A Case Study on Co-Designing Mobile and Wearable Monitoring Systems with Manufacturing Staff.

Matthias Baldauf, Sebastian Müller, Arne Seeliger, Tobias Küng, Andreas Michel, Werner Züllig

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Hyperspectral Band Selection within a Deep Reinforcement Learning Framework.

Andreas Michel, Wolfgang Groß, Fabian Schenkel, Wolfgang Middelmann

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2015

Towards optimal force distribution for walking excavators.

Marco Hutter, Philipp Leemann, Stefan Stevsic, Andreas Michel, Dominic Jud, Mark A. Höpflinger, Roland Siegwart, Ruedi Figi, Christian Caduff, Markus Loher, Stefan Tagmann

Proceedings of the International Conference on Advanced Robotics, 2015