Luigi Celona

1.4k total citations · 1 hit paper
24 papers, 711 citations indexed

About

Luigi Celona is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Signal Processing. According to data from OpenAlex, Luigi Celona has authored 24 papers receiving a total of 711 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Computer Vision and Pattern Recognition, 5 papers in Media Technology and 3 papers in Signal Processing. Recurrent topics in Luigi Celona's work include Image and Video Quality Assessment (8 papers), Visual Attention and Saliency Detection (6 papers) and Image Enhancement Techniques (6 papers). Luigi Celona is often cited by papers focused on Image and Video Quality Assessment (8 papers), Visual Attention and Saliency Detection (6 papers) and Image Enhancement Techniques (6 papers). Luigi Celona collaborates with scholars based in Italy, France and Russia. Luigi Celona's co-authors include Simone Bianco, Paolo Napoletano, Rémi Cadène, Raimondo Schettini, Flavio Piccoli, Gianluigi Ciocca, Marco Buzzelli, Danilo Pau and Marco Marcon and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Sensors.

In The Last Decade

Luigi Celona

21 papers receiving 689 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.

Benchmark Analysis of Representative Deep Neural Network Architectures

2018 538 citations Simone Bianco, Rémi Cadène et al. IEEE Access profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Luigi Celona Italy	9	361	158	107	66	53	24	711
Xiaojun Wu China	14	286 0.8×	132 0.8×	112 1.0×	108 1.6×	100 1.9×	105	794
Suprava Patnaik India	13	329 0.9×	114 0.7×	82 0.8×	108 1.6×	26 0.5×	73	645
Yiding Wang China	18	452 1.3×	123 0.8×	57 0.5×	50 0.8×	58 1.1×	80	962
Shahrel Azmin Suandi Malaysia	19	865 2.4×	260 1.6×	98 0.9×	149 2.3×	33 0.6×	87	1.6k
Shu Liu China	12	391 1.1×	347 2.2×	66 0.6×	48 0.7×	27 0.5×	48	838
Snehasis Mukherjee India	12	450 1.2×	283 1.8×	57 0.5×	122 1.8×	16 0.3×	43	900
Anamika Dhillon India	2	273 0.8×	223 1.4×	58 0.5×	40 0.6×	25 0.5×	2	790
Muhammad Haroon Yousaf Pakistan	18	631 1.7×	426 2.7×	47 0.4×	74 1.1×	47 0.9×	84	1.2k

Countries citing papers authored by Luigi Celona

Since Specialization

Citations

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

Fields of papers citing papers by Luigi Celona

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Luigi Celona

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

All Works

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20 of 20 papers shown

1.

Bianco, Simone, et al.. (2024). Enhancing Direction-of-Arrival Estimation with Multi-Task Learning. Sensors. 24(22). 7390–7390.

2.

Celona, Luigi, Gianluigi Ciocca, & Raimondo Schettini. (2024). On the Use of Visual Transformer for Image Complexity Assessment. BOA (University of Milano-Bicocca). 640–647.

3.

Celona, Luigi, et al.. (2023). Quality assessment of enhanced videos guided by aesthetics and technical quality attributes. BOA (University of Milano-Bicocca). 1533–1541.

4.

Bianco, Simone, et al.. (2022). Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 1131–1138. 3 indexed citations

5.

Celona, Luigi & Raimondo Schettini. (2022). Blind quality assessment of authentically distorted images. Journal of the Optical Society of America A. 39(6). B1–B1. 5 indexed citations

6.

Celona, Luigi, et al.. (2021). An Efficient Method for No-Reference Video Quality Assessment. Journal of Imaging. 7(3). 55–55. 11 indexed citations

7.

Bianco, Simone, et al.. (2021). A Smart Mirror for Emotion Monitoring in Home Environments. Sensors. 21(22). 7453–7453. 11 indexed citations

8.

Celona, Luigi, Gianluigi Ciocca, & Paolo Napoletano. (2021). A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics. Expert Systems with Applications. 186. 115852–115852. 7 indexed citations

9.

Bianco, Simone, Luigi Celona, & Paolo Napoletano. (2021). Disentangling Image distortions in deep feature space. Pattern Recognition Letters. 148. 128–135. 13 indexed citations

10.

Bianco, Simone, et al.. (2021). An analysis of spectral similarity measures. Color and Imaging Conference. 29(1). 300–305. 5 indexed citations

11.

Bianco, Simone, et al.. (2020). Single Image Dehazing by Predicting Atmospheric Scattering Parameters. BOA (University of Milano-Bicocca). 1(1). 74–77. 3 indexed citations

12.

Bianco, Simone, Luigi Celona, Flavio Piccoli, & Raimondo Schettini. (2019). High-Resolution Single Image Dehazing Using Encoder-Decoder Architecture. BOA (University of Milano-Bicocca). 1927–1935. 27 indexed citations

13.

Bianco, Simone, et al.. (2018). A Blender plug-in for comparing Structure from Motion pipelines. BOA (University of Milano-Bicocca). 1–5. 3 indexed citations

14.

Celona, Luigi, et al.. (2018). A Multi-Task CNN Framework for Driver Face Monitoring. BOA (University of Milano-Bicocca). 1–4. 19 indexed citations

15.

Bianco, Simone, Luigi Celona, & Paolo Napoletano. (2018). Visual-based sentiment logging in magic smart mirrors. BOA (University of Milano-Bicocca). 1–4. 5 indexed citations

16.

Bianco, Simone, Rémi Cadène, Luigi Celona, & Paolo Napoletano. (2018). Benchmark Analysis of Representative Deep Neural Network Architectures. IEEE Access. 6. 64270–64277. 538 indexed citations breakdown →

17.

Celona, Luigi. (2018). LEARNING QUALITY, AESTHETICS, AND FACIAL ATTRIBUTES FOR IMAGE ANNOTATION. BOA (University of Milano-Bicocca). 1 indexed citations

18.

Celona, Luigi, Simone Bianco, & Raimondo Schettini. (2018). Fine-Grained Face Annotation Using Deep Multi-Task CNN. Sensors. 18(8). 2666–2666. 8 indexed citations

19.

Bianco, Simone, Luigi Celona, & Raimondo Schettini. (2016). Robust smile detection using convolutional neural networks. Journal of Electronic Imaging. 25(6). 63002–63002. 16 indexed citations

20.

Celona, Luigi, et al.. (2015). Training an object detector using only positive samples. BOA (University of Milano-Bicocca). 7575. 1–4. 1 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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