World's Best Scientists 2026 revealed!
Giovanni Maria Farinella

Giovanni Maria Farinella

D-Index & Metrics

Computer Science

D-Index
35
Citations
6154
World Ranking
11587
National Ranking
384

Giovanni Maria Farinella publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Giovanni Maria Farinella sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 290 publications — 72nd percentile

72% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Giovanni Maria Farinella D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Giovanni Maria Farinella sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 35 D-Index — 20th percentile

20% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Giovanni Maria Farinella is affiliated with the University of Catania in Italy, focusing primarily on computer science with an emphasis on computer vision and pattern recognition. Their research spans multiple subfields including artificial intelligence, human-computer interaction, aerospace engineering, and control and systems engineering.

The scientist's work covers a variety of topics with significant contributions in:

  • Human Pose and Action Recognition
  • Multimodal Machine Learning Applications
  • Video Surveillance and Tracking Methods
  • Advanced Image and Video Retrieval Techniques
  • Visual Attention and Saliency Detection
  • Advanced Neural Network Applications
  • Anomaly Detection Techniques and Applications

Frequent co-authors collaborating with Giovanni Maria Farinella include:

  • Antonino Furnari
  • Tal Hassner
  • Shai Avidan
  • Gabriel Brostow
  • Moustapha Cissé

Publication venues where Farinella's work frequently appears include:

  • arXiv (Cornell University)
  • Computer Vision and Image Understanding
  • International Journal of Computer Vision
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Pattern Recognition Letters

Among recent notable papers authored or co-authored by Farinella are:

  • Ego4D: Around the World in 3,000 Hours of Egocentric Video, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100, 2021, International Journal of Computer Vision
  • The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Rescaling Egocentric Vision, 2020, arXiv (Cornell University)

The scientist has also contributed extensively to book publications, primarily through Springer Science+Business Media, with 34 books published. These include titles such as:

  • Pattern Recognition. ICPR International Workshops and Challenges
  • Computer Vision - ECCV 2022
  • Image Analysis and Processing - ICIAP 2022
  • Computer Vision, Imaging and Computer Graphics Theory and Applications

Giovanni Maria Farinella's scholarly output reflects a broad engagement with advanced methods in computer vision and machine learning applied to real-world video understanding challenges and automated analysis.

Best Publications

  • Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

    Dima Damen;Hazel Doughty;Giovanni Maria Farinella;Sanja Fidler

  • Ego4D: Around the World in 3,000 Hours of Egocentric Video

    Kristen Grauman;Andrew Westbury;Eugene Byrne;Zachary Chavis

  • Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

    Dima Damen;Hazel Doughty;Hazel Doughty;Giovanni Maria Farinella;Antonino Furnari

  • Computer vision for assistive technologies

    M. Leo;G. Medioni;M. Trivedi;T. Kanade

  • The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

    Dima Damen;Hazel Doughty;Giovanni Maria Farinella;Sanja Fidler

  • What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention

    Antonino Furnari;Giovanni Farinella

  • Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

    Dima Damen;Hazel Doughty;Giovanni Maria Farinella;Sanja Fidler

  • Objective estimation of body condition score by modeling cow body shape from digital images.

    G. Azzaro;M. Caccamo;J. D. Ferguson;S. Battiato

  • Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

    Unknown

  • Rescaling Egocentric Vision.

    Dima Damen;Hazel Doughty;Giovanni Maria Farinella;Antonino Furnari

  • Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video

    Antonino Furnari;Giovanni Maria Farinella

  • Retrieval and classification of food images

    Giovanni Maria Farinella;Dario Allegra;Marco Moltisanti;Filippo Stanco

  • Digital Mosaic Frameworks - An Overview

    S. Battiato;G. Di Blasi;G. M. Farinella;G. Gallo

  • A Benchmark Dataset to Study the Representation of Food Images

    Giovanni Maria Farinella;Dario Allegra;Filippo Stanco

  • Next-Active-Object Prediction from Egocentric Videos

    Antonino Furnari;Sebastiano Battiato;Kristen Grauman;Giovanni Maria Farinella

  • Semantic segmentation of images exploiting DCT based features and random forest

    D. Ravì;M. Bober;G.M. Farinella;M. Guarnera

  • Robust Image Alignment for Tampering Detection

    S. Battiato;G. M. Farinella;E. Messina;G. Puglisi

  • Experimental methodology for digital breast shape analysis and objective surgical outcome evaluation.

    G. Catanuto;A. Spano;A. Pennati;E. Riggio

  • Classifying food images represented as Bag of Textons

    Giovanni Maria Farinella;Marco Moltisanti;Sebastiano Battiato

  • The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain

    Francesco Ragusa;Antonino Furnari;Salvatore Livatino;Giovanni Maria Farinella

  • A survey on human-aware robot navigation

    Ronja Möller;Antonino Furnari;Sebastiano Battiato;Aki Härmä

  • Special issue on animal and insect behaviour understanding in image sequences

    Concetto Spampinato;Giovanni Maria Farinella;Bastiaan Boom;Vasileios Mezaris

  • Survey on Visual Sentiment Analysis

    Alessandro Ortis;Giovanni Maria Farinella;Sebastiano Battiato

  • Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation

    Antonino Furnari;Sebastiano Battiato;Giovanni Maria Farinella

Frequent Co-Authors

Sebastiano Battiato
Sebastiano Battiato University of Catania
Giovanni Puglisi
Giovanni Puglisi University of Catania
Marco Leo
Marco Leo National Research Council (CNR)
Dima Damen
Dima Damen University of Bristol
Stavroula G. Mougiakakou
Stavroula G. Mougiakakou University of Bern
Mohan M. Trivedi
Mohan M. Trivedi University of California, San Diego
Gerard Medioni
Gerard Medioni Amazon (United States)
Roberto Cipolla
Roberto Cipolla University of Cambridge
Sanja Fidler
Sanja Fidler University of Toronto
Takeo Kanade
Takeo Kanade Carnegie Mellon University

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