Gianfranco Doretto

4.4k total citations · 2 hit papers
63 papers, 2.5k citations indexed

About

Gianfranco Doretto is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Gianfranco Doretto has authored 63 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 46 papers in Computer Vision and Pattern Recognition, 22 papers in Artificial Intelligence and 8 papers in Signal Processing. Recurrent topics in Gianfranco Doretto's work include Advanced Vision and Imaging (13 papers), Advanced Image and Video Retrieval Techniques (12 papers) and Video Surveillance and Tracking Methods (11 papers). Gianfranco Doretto is often cited by papers focused on Advanced Vision and Imaging (13 papers), Advanced Image and Video Retrieval Techniques (12 papers) and Video Surveillance and Tracking Methods (11 papers). Gianfranco Doretto collaborates with scholars based in United States, Italy and Vietnam. Gianfranco Doretto's co-authors include Stefano Soatto, Yi Yao, Alessandro Chiuso, Ying Wu, Peter Tu, Jens Rittscher, Thomas Sebastian, Ying Wu, Xiaogang Wang and Payam A. Saisan and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Trends in Food Science & Technology.

In The Last Decade

Gianfranco Doretto

59 papers receiving 2.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Dynamic Textures

2003 606 citations Gianfranco Doretto, Stefano Soatto et al. profile →
Boosting for transfer learning with multiple sources

2010 322 citations Yi Yao, Gianfranco Doretto profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gianfranco Doretto United States	20	1.9k	689	286	210	191	63	2.5k
Bo Dai China	21	1.7k 0.9×	768 1.1×	152 0.5×	162 0.8×	128 0.7×	55	2.2k
Ghassan AlRegib United States	31	1.5k 0.8×	962 1.4×	151 0.5×	288 1.4×	203 1.1×	216	3.4k
Arjun Jain Germany	12	1.4k 0.7×	484 0.7×	208 0.7×	80 0.4×	146 0.8×	21	2.0k
Stefano Berretti Italy	27	2.2k 1.1×	433 0.6×	310 1.1×	388 1.8×	85 0.4×	151	2.6k
Tat‐Jen Cham Singapore	23	1.8k 0.9×	369 0.5×	222 0.8×	119 0.6×	114 0.6×	86	2.1k
Pietro Zanuttigh Italy	25	1.6k 0.8×	642 0.9×	232 0.8×	138 0.7×	42 0.2×	94	2.4k
Mubarak Shah United States	15	1.6k 0.8×	923 1.3×	338 1.2×	100 0.5×	49 0.3×	40	2.4k
Liang Zhang China	28	1.8k 1.0×	501 0.7×	442 1.5×	109 0.5×	58 0.3×	115	2.7k
I. Cohen United States	20	1.9k 1.0×	397 0.6×	237 0.8×	118 0.6×	109 0.6×	41	2.3k
Rémi Ronfard France	16	2.4k 1.2×	714 1.0×	693 2.4×	92 0.4×	284 1.5×	42	2.7k

Countries citing papers authored by Gianfranco Doretto

Since Specialization

Citations

This map shows the geographic impact of Gianfranco Doretto'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 Gianfranco Doretto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gianfranco Doretto more than expected).

Fields of papers citing papers by Gianfranco Doretto

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gianfranco Doretto. 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 Gianfranco Doretto. The network helps show where Gianfranco Doretto may publish in the future.

Co-authorship network of co-authors of Gianfranco Doretto

This figure shows the co-authorship network connecting the top 25 collaborators of Gianfranco Doretto. A scholar is included among the top collaborators of Gianfranco Doretto based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gianfranco Doretto. Gianfranco Doretto is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Reddy, Umesh K., et al.. (2025). A survey of machine learning techniques in flavor prediction and analysis. Trends in Food Science & Technology. 166. 105339–105339. 1 indexed citations

2.

Dinh, Anh, et al.. (2024). Z-GMOT: Zero-shot Generic Multiple Object Tracking. 3468–3479. 4 indexed citations

3.

Tran, Minh–Triet, et al.. (2024). SAM3D: Segment Anything Model in Volumetric Medical Images. 1–4. 28 indexed citations

4.

Shen, Li, et al.. (2024). Retain and Adapt: Online Sequential EEG Classification With Subject Shift. IEEE Transactions on Artificial Intelligence. 5(9). 4479–4492.

5.

Li, Fang, et al.. (2024). Online continual decoding of streaming EEG signal with a balanced and informative memory buffer. Neural Networks. 176. 106338–106338. 4 indexed citations

6.

Wu, Carol C., Hien Van Nguyen, Zhigang Deng, et al.. (2024). ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions. Artificial Intelligence in Medicine. 160. 103054–103054. 1 indexed citations

7.

Doretto, Gianfranco, et al.. (2024). Multi-label Classification using Self-Supervised Learning: Addressing Class Inter-Dependency and Data Imbalance. 1271–1276.

8.

Yamazaki, Kashu, et al.. (2024). Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. 9411–9417. 9 indexed citations

9.

Doretto, Gianfranco, et al.. (2023). More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning.

10.

Doretto, Gianfranco, et al.. (2023). FUSSL: Fuzzy Uncertain Self Supervised Learning. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 32. 2798–2807. 3 indexed citations

11.

Doretto, Gianfranco, et al.. (2022). Efficient Classification of Very High Resolution Histopathological Images. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 3114–3121. 1 indexed citations

12.

Motiian, Saeid, et al.. (2019). Unsupervised Learning of Paired Style Statistics for Unpaired Image Translation. Computer Vision and Pattern Recognition. 112–121. 1 indexed citations

13.

Piccirilli, Marco, Gianfranco Doretto, & Donald Adjeroh. (2017). A Framework for Analyzing the Whole Body Surface Area from a Single View. PLoS ONE. 12(1). e0166749–e0166749. 6 indexed citations

14.

Motiian, Saeid, Quinn Jones, Seyed Mehdi Iranmanesh, & Gianfranco Doretto. (2017). Few-Shot Adversarial Domain Adaptation. Neural Information Processing Systems. 30. 6670–6680. 66 indexed citations

15.

Motiian, Saeid, et al.. (2016). Automated Classification of Vowel Category and Speaker Type in the High-Frequency Spectrum. Audiology Research. 6(1). 137–137. 5 indexed citations

16.

Doretto, Gianfranco, et al.. (2016). Rapid and Semi-automated Extraction of Neuronal Cell Bodies and Nuclei from Electron Microscopy Image Stacks. Methods in molecular biology. 1427. 277–290. 1 indexed citations

17.

Motiian, Saeid, et al.. (2015). Automated extraction and validation of children’s gait parameters with the Kinect. BioMedical Engineering OnLine. 14(1). 112–112. 21 indexed citations

18.

Yao, Yi & Gianfranco Doretto. (2010). Boosting for transfer learning with multiple sources. 1855–1862. 322 indexed citations breakdown →

19.

Doretto, Gianfranco & Stefano Soatto. (2006). Dynamic Shape and Appearance Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(12). 2006–2019. 19 indexed citations

20.

Doretto, Gianfranco & Stefano Soatto. (2003). Towards Plenoptic Dynamic Textures. eScholarship (California Digital Library). 4 indexed citations

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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