Stefano D’Aronco

2.3k citations

35 papers · 1.5k · 1 hit paper · h-index 14

Impact in

Computer Vision and Pattern Recognition top 1%
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Advanced Image and Video Retrieval Techniques
- Advanced Vision and Imaging
- Advanced Neural Network Applications
Media Technology top 2%
- Remote-Sensing Image Classification

Papers in

Computer Vision and Pattern Recognition 19
- Image and Video Quality Assessment 5
- Advanced Vision and Imaging 4
- Advanced Neural Network Applications 3
Computer Networks and Communications 6
- Network Traffic and Congestion Control 6

Co-authors: Luc Van Gool (3 shared papers)Bastian Leibe (2 shared papers)Jan Dirk Wegner (19 shared papers)Andreas Ess (1 shared paper)Silvano Galliani (1 shared paper)Uwe Stilla (1 shared paper)Dimitrios Marmanis (1 shared paper)Mihai Datcu (1 shared paper)
Journals: ISPRS Journal of Photogrammetry and Remote Sensing (2 papers)IEEE Multimedia (2 papers)Remote Sensing (2 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (2 papers)Frontiers in Plant Science (1 paper)
Partner nations: Switzerland Belgium United States

In The Last Decade

Stefano D’Aronco

32 papers receiving 1.4k citations

Stefano D’Aronco's Hit Papers

align trajectories log scale

Action snippets: How many frames does human action recognition require? 2008 · 356 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2008 Action snippets: How many frames does human action recognition require?

Peers

Countries citing papers authored by Stefano D’Aronco

Since Specialization

Citations

This map shows the geographic impact of Stefano D’Aronco's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stefano D’Aronco with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefano D’Aronco more than expected).

Fields of papers citing papers by Stefano D’Aronco

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stefano D’Aronco. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stefano D’Aronco. The network helps show where Stefano D’Aronco may publish in the future.

Co-authors

The 25 scholars most cited alongside Stefano D’Aronco, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Stefano D’Aronco Line = papers co-authored together Stefano D’Aronco links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 35 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Action snippets: How many frames does human action recognition require? Stefano D’Aronco, Luc van Gool Hit paper breakdown →	2008	356
2	SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS ISPRS annals of the photogrammetry, remote sensing and spatial information sciences ·Dimitrios Marmanis, Jan Dirk Wegner, Silvano Galliani, Stefano D’Aronco, Mihai Datcu, Uwe Stilla	2016	197
3	Coupled Detection and Trajectory Estimation for Multi-Object Tracking Bastian Leibe, Stefano D’Aronco, Luc Van Gool	2007	195
4	Robust Multiperson Tracking from a Mobile Platform IEEE Transactions on Pattern Analysis and Machine Intelligence ·Andreas Ess, Bastian Leibe, Stefano D’Aronco, Luc Van Gool	2009	186
5	An Overview and Comparison of Smooth Labeling Methods for Land-Cover Classification IEEE Transactions on Geoscience and Remote Sensing ·Stefano D’Aronco	2012	153
6	Online learning adaptation strategy for DASH clients UCL Discovery (University College London) ·Federico Chiariotti, Stefano D’Aronco, Laura Toni, Pascal Frossard	2016	70
7	FLOOD-WATER LEVEL ESTIMATION FROM SOCIAL MEDIA IMAGES ISPRS annals of the photogrammetry, remote sensing and spatial information sciences ·Priyanka Chaudhary, Stefano D’Aronco, Matthew Moy de Vitry, João P. Leitão, Jan Dirk Wegner	2019	65
8	Water level prediction from social media images with a multi-task ranking approach ISPRS Journal of Photogrammetry and Remote Sensing ·Priyanka Chaudhary, Stefano D’Aronco, João P. Leitão, Konrad Schindler, Jan Dirk Wegner	2020	44
9	Mapping oil palm density at country scale: An active learning approach Remote Sensing of Environment ·Andrés C. Rodríguez, Stefano D’Aronco, Konrad Schindler, Jan Dirk Wegner	2021	28
10	Learning Graph Regularisation for Guided Super-Resolution 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Riccardo de Lutio, Alexander Becker, Stefano D’Aronco, Stefania Russo, Jan Dirk Wegner, Konrad Schindler	2022	22
11	The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition Frontiers in Plant Science ·Riccardo de Lutio, John Y. Park, Kimberly A. Watson, Stefano D’Aronco, Jan Dirk Wegner, Jan J. Wieringa, Melissa Tulig, Richard L. Pyle, Timothy Gallaher, Gillian K. Brown, Gordon P. Guymer, Andrew J. Franks, Dhahara Ranatunga, Yumiko Baba, Serge Belongie, Fabián A. Michelangeli, Barbara A. Ambrose, Damon P. Little	2022	18
12	Flood Uncertainty Estimation Using Deep Ensembles Water ·Priyanka Chaudhary, João P. Leitão, Tabea Donauer, Stefano D’Aronco, Nathanaël Perraudin, Guillaume Obozinski, Fernando Pérez‐Cruz, Konrad Schindler, Jan Dirk Wegner, Stefania Russo	2022	18
13	Simultaneous Segmentation and 3D Reconstruction of Monocular Image Sequences K.E. Ozden, Stefano D’Aronco, Luc Van Gool	2007	17
14	Digital taxonomist: Identifying plant species in community scientists’ photographs ISPRS Journal of Photogrammetry and Remote Sensing ·Riccardo de Lutio, Yihang She, Stefano D’Aronco, Stefania Russo, Philipp Brun, Jan Dirk Wegner, Konrad Schindler	2021	17
15	Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa ISPRS International Journal of Geo-Information ·Nicholus Mboga, Stefano D’Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Éléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner	2021	13
16	StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni, Stefano D’Aronco, Nicolas Gonthier, Loïc Landrieu	2024	11
17	Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Earth system science data ·Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Stefano D’Aronco, Naoto Yokoya	2025	9
18	High-resolution tropospheric refractivity fields by combining machine learning and collocation methods to correct earth observation data Acta Astronautica ·Endrit Shehaj, Luca Miotti, Alain Geiger, Stefano D’Aronco, Jan Dirk Wegner, Gregor Moeller, Benedikt Soja, Markus Rothacher	2022	7
19	Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches Luca Miotti, Endrit Shehaj, Alain Geiger, Stefano D’Aronco, Jan Dirk Wegner, Gregor Moeller, Markus Rothacher	2020	6
20	Semantic tie points Javier A. Montoya‐Zegarra, Christian Leistner, Stefano D’Aronco	2013	6

About Stefano D’Aronco

Stefano D’Aronco is a scholar working on Computer Vision and Pattern Recognition, Computer Networks and Communications, Artificial Intelligence, Aerospace Engineering and Global and Planetary Change, having authored 35 papers that have together received 1.5k indexed citations. Recurring topics across this work include Network Traffic and Congestion Control (6 papers), Anomaly Detection Techniques and Applications (5 papers), Image and Video Quality Assessment (5 papers), Advanced Wireless Network Optimization (4 papers), Advanced Vision and Imaging (4 papers), Flood Risk Assessment and Management (3 papers), Advanced Neural Network Applications (3 papers) and Species Distribution and Climate Change (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.0k citations), Media Technology (233 citations), Human-Computer Interaction (78 citations), Environmental Engineering (175 citations) and Artificial Intelligence (386 citations). Stefano D’Aronco has collaborated with scholars based in Switzerland, Belgium and United States. Frequent co-authors include Luc Van Gool, Bastian Leibe, Jan Dirk Wegner, Andreas Ess, Silvano Galliani, Uwe Stilla, Dimitrios Marmanis, Mihai Datcu, Konrad Schindler and João P. Leitão. Their work appears in journals such as ISPRS Journal of Photogrammetry and Remote Sensing, IEEE Multimedia, Remote Sensing, IEEE Transactions on Pattern Analysis and Machine Intelligence and Frontiers in Plant Science.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Stefano D’Aronco's Hit Papers

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