Marcella Cornia

164 total papers · 2.4k total citations
45 papers, 795 citations indexed

About

Marcella Cornia is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Marcella Cornia has authored 45 papers receiving a total of 795 indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Computer Vision and Pattern Recognition, 17 papers in Artificial Intelligence and 4 papers in Computational Mechanics. Recurrent topics in Marcella Cornia’s work include Multimodal Machine Learning Applications (27 papers), Advanced Image and Video Retrieval Techniques (18 papers) and Domain Adaptation and Few-Shot Learning (11 papers). Marcella Cornia is often cited by papers focused on Multimodal Machine Learning Applications (27 papers), Advanced Image and Video Retrieval Techniques (18 papers) and Domain Adaptation and Few-Shot Learning (11 papers). Marcella Cornia collaborates with scholars based in Italy, China and Israel. Marcella Cornia's co-authors include Rita Cucchiara, Lorenzo Baraldi, Federico Landi, Silvia Cascianelli, Matteo Stefanini, Giuseppe Fiameni, Giuseppe Serra, Massimiliano Corsini, Marco Bertini and Alberto Baldrati and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Sensors and International Journal of Computer Vision.

Co-authorship network of co-authors of Marcella Cornia

This figure shows the co-authorship network connecting the top 25 collaborators of Marcella Cornia. A scholar is included among the top collaborators of Marcella Cornia 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 Marcella Cornia. Marcella Cornia is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Marcella Cornia

43 papers receiving 754 citations

Fields of papers citing papers by Marcella Cornia

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Marcella Cornia

Since Specialization
Citations

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

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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2026