Martin Weinmann

45 papers C 4Misc 2Journal 30Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-model ensembles for object detection in multispectral images: A case study for precision agriculture. Comput. Electron. Agric. Dumitru Scutelnic, Claudia Daffara, Riccardo Muradore, Martin Weinmann, Boris Jutzi
2025	—	`conf`	3 WACV (Workshops) 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
2025	J	`jnl`	3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results. CoRR 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
2025	Misc	`conf`	Binned MSE for Imbalanced Dust Density Estimation. MVA Andreas Michel, Jannick Kuester, Jannik Sheikh, Wolfgang Gross, Martin Weinmann
2025	J	`jnl`	DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation. Int. J. Comput. Vis. Andreas Michel, Martin Weinmann, Jannick Kuester, Faisal Alnasser, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2024	—	`conf`	2 WACV (Workshops) 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
2024	J	`jnl`	FaSS-MVS: Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-Borne Monocular Imagery. Sensors Boitumelo Ruf, Martin Weinmann, Stefan Hinz
2024	J	`jnl`	Leveraging Neural Radiance Fields for Large-Scale 3D Reconstruction from Aerial Imagery. Remote. Sens. Max Hermann, Hyovin Kwak, Boitumelo Ruf, Martin Weinmann
2024	J	`jnl`	Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications. CoRR Markus Hillemann, Robert Langendörfer, Max Heiken, Max Mehltretter, Andreas Schenk, Martin Weinmann, Stefan Hinz, Christian Heipke, Markus Ulrich
2023	—	`conf`	DustNet: Attention to Dust. DAGM Andreas Michel, Martin Weinmann, Fabian Schenkel, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2023	C	`conf`	Terrestrial Visual Dust Density Estimation Based On Deep Learning. IGARSS Andreas Michel, Martin Weinmann, Fabian Schenkel, Thomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2023	J	`jnl`	The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024. CoRR 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
2022	—	`conf`	3GAN: A Three-GAN-based Approach for Image Inpainting Applied to the Reconstruction of Occluded Parts of Building Walls. VISIGRAPP (4: VISAPP) Benedikt Kottler, Ludwig List, Dimitri Bulatov, Martin Weinmann
2022	J	`jnl`	Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification. CoRR Yongqiang Mao, Kaiqiang Chen, Wenhui Diao, Xian Sun, Xiaonan Lu, Kun Fu, Martin Weinmann
2022	J	`jnl`	Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types. Remote. Sens. Janine Florath, Sina Keller, Rodrigo Abarca-del-Río, Stefan Hinz, Guido Staub, Martin Weinmann
2022	J	`jnl`	Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image Recognition. IEEE Trans. Geosci. Remote. Sens. Jihao Li, Martin Weinmann, Xian Sun, Wenhui Diao, Yingchao Feng, Kun Fu
2021	J	`jnl`	Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xian Sun, Peijin Wang, Zhiyuan Yan, Wenhui Diao, Xiaonan Lu, Zhujun Yang, Yidan Zhang, Deliang Xiang, Chen Yan, Jie Guo, Bo Dang, Wei Wei, Feng Xu, Cheng Wang, Ronny Hänsch, Martin Weinmann, Naoto Yokoya, Kun Fu
2021	J	`jnl`	FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery. CoRR Xian Sun, Peijin Wang, Zhiyuan Yan, Feng Xu, Ruiping Wang, Wenhui Diao, Jin Chen, Jihao Li, Yingchao Feng, Tao Xu, Martin Weinmann, Stefan Hinz, Cheng Wang, Kun Fu
2021	J	`jnl`	FaSS-MVS - Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-borne Monocular Imagery. CoRR Boitumelo Ruf, Martin Weinmann, Stefan Hinz
2021	—	`conf`	Optical Remote Sensing for Glacier Monitoring with Respect to Different Snow and Ice Types: A Case Study for the Southern Patagonian Icefield. WHISPERS Janine Florath, Sina Keller, Guido Staub, Martin Weinmann
2021	J	`jnl`	Pose Normalization of Indoor Mapping Datasets Partially Compliant to the Manhattan World Assumption. CoRR Patrick Hübner, Martin Weinmann, Sven Wursthorn, Stefan Hinz
2021	J	`jnl`	Pose Normalization of Indoor Mapping Datasets Partially Compliant with the Manhattan World Assumption. Remote. Sens. Patrick Hübner, Martin Weinmann, Sven Wursthorn, Stefan Hinz
2021	J	`jnl`	ReS2tAC - UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices. CoRR Boitumelo Ruf, Jonas Mohrs, Martin Weinmann, Stefan Hinz, Jürgen Beyerer
2021	J	`jnl`	ReS2tAC - UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices. Sensors Boitumelo Ruf, Jonas Mohrs, Martin Weinmann, Stefan Hinz, Jürgen Beyerer
2021	J	`jnl`	Real-time dense 3D Reconstruction from monocular video data captured by low-cost UAVs. CoRR Max Hermann, Boitumelo Ruf, Martin Weinmann
2020	J	`jnl`	Evaluation of HoloLens Tracking and Depth Sensing for Indoor Mapping Applications. Sensors Patrick Hübner, Kate Clintworth, Qingyi Liu, Martin Weinmann, Sven Wursthorn
2020	J	`jnl`	Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery. CoRR Max Hermann, Boitumelo Ruf, Martin Weinmann, Stefan Hinz
2020	Misc	`conf`	Superpoints in RANSAC Planes: A New Approach for Ground Surface Extraction Exemplified on Point Classification and Context-aware Reconstruction. VISIGRAPP (1: GRAPP) Dimitri Bulatov, Dominik Stütz, Lukas Lucks, Martin Weinmann
2020	J	`jnl`	Voxel-Based Indoor Reconstruction From HoloLens Triangle Meshes. CoRR Patrick Hübner, Martin Weinmann, Sven Wursthorn
2019	J	`jnl`	Automatic Co-Registration of Aerial Imagery and Untextured Model Data Utilizing Average Shading Gradients. CoRR Sylvia Schmitz, Martin Weinmann, Boitumelo Ruf
2019	J	`jnl`	Automatic Extrinsic Self-Calibration of Mobile Mapping Systems Based on Geometric 3D Features. Remote. Sens. Markus Hillemann, Martin Weinmann, Markus S. Mueller, Boris Jutzi
2019	J	`jnl`	Efficient Surface-Aware Semi-Global Matching with Multi-View Plane-Sweep Sampling. CoRR Boitumelo Ruf, Thomas Pollok, Martin Weinmann
2019	—	`conf`	Urban Scene Labeling Based on Multi-Modal Data Acquired from Aerial Sensor Platforms. JURSE Martin Weinmann, Michael Weinmann
2018	C	`conf`	Deep Semantic Segmentation of Aerial Imagery Based on Multi-Modal Data. IGARSS Kaiqiang Chen, Kun Fu, Xian Sun, Michael Weinmann, Stefan Hinz, Boris Jutzi, Martin Weinmann
2018	J	`jnl`	Deep cross-domain building extraction for selective depth estimation from oblique aerial imagery. CoRR Boitumelo Ruf, Laurenz Thiel, Martin Weinmann
2018	J	`jnl`	Geospatial Computer Vision Based on Multi-Modal Data - How Valuable Is Shape Information for the Extraction of Semantic Information? Remote. Sens. Martin Weinmann, Michael Weinmann
2018	C	`conf`	Land-Cover and Land-Use Classification Based on Multitemporal Sentinel-2 Data. IGARSS Martin Weinmann, Uwe Weidner
2018	J	`jnl`	Unsupervised Feature Selection Based on Ultrametricity and Sparse Training Data: A Case Study for the Classification of High-Dimensional Hyperspectral Data. Remote. Sens. Patrick Erik Bradley, Sina Keller, Martin Weinmann
2017	J	`jnl`	A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas. Remote. Sens. Martin Weinmann, Michael Weinmann, Clément Mallet, Mathieu Brédif
2017	C	`conf`	Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. IGARSS Loïc Landrieu, Clément Mallet, Martin Weinmann
2017	J	`jnl`	mdBRIEF - a fast online-adaptable, distorted binary descriptor for real-time applications using calibrated wide-angle or fisheye cameras. Comput. Vis. Image Underst. Steffen Urban, Martin Weinmann, Stefan Hinz
2016	—	`conf`	Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data. WHISPERS Sina Keller, Andreas Ch. Braun, Stefan Hinz, Martin Weinmann
2016	—	`book`	Reconstruction and Analysis of 3D Scenes - From Irregularly Distributed 3D Points to Object Classes Martin Weinmann
2015	J	`jnl`	Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Comput. Graph. Martin Weinmann, Steffen Urban, Stefan Hinz, Boris Jutzi, Clément Mallet
2013	—	`ch.`	Visual Features - From Early Concepts to Modern Computer Vision. Advanced Topics in Computer Vision Martin Weinmann