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Costantino Grana

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 34 11989 11642 407 403 207 6826

Costantino Grana publications per year

The chart shows the history of publications by Costantino Grana between 1993 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Costantino Grana published across 34 years, from 1993 to 2026, averaging 7 papers a year. Output peaked at 16 publications in 2006. 13 of the 237 publications appeared in the last two years.

No. of publications
5 10 15
Bar chart. Horizontal axis: year, 1993 to 2026. Vertical axis: number of publications, 0 to 16. Peak 16 publications in 2006. 1993: 1 publication 1994: 0 publications 1995: 0 publications 1996: 1 publication 1997: 1 publication 1998: 0 publications 1999: 2 publications 2000: 3 publications 2001: 5 publications 2002: 10 publications 2003: 10 publications 2004: 14 publications 2005: 11 publications 2006: 16 publications 2007: 14 publications 2008: 3 publications 2009: 8 publications 2010: 8 publications 2011: 8 publications 2012: 10 publications 2013: 8 publications 2014: 8 publications 2015: 7 publications 2016: 12 publications 2017: 12 publications 2018: 8 publications 2019: 4 publications 2020: 7 publications 2021: 10 publications 2022: 8 publications 2023: 4 publications 2024: 11 publications 2025: 12 publications 2026: 1 publication
1993 2026

237 publications in total across all disciplines

View publications per year as a table
Costantino Grana: publications per year, 1993 to 2026
Year Publications
1993 1
1994 0
1995 0
1996 1
1997 1
1998 0
1999 2
2000 3
2001 5
2002 10
2003 10
2004 14
2005 11
2006 16
2007 14
2008 3
2009 8
2010 8
2011 8
2012 10
2013 8
2014 8
2015 7
2016 12
2017 12
2018 8
2019 4
2020 7
2021 10
2022 8
2023 4
2024 11
2025 12
2026 1
Total 237
Download as CSV

Costantino Grana publications per year - data summary

  • Costantino Grana, a Computer Science scholar from University of Modena and Reggio Emilia, has 237 publications recorded across 34 years, from 1993 to 2026.
  • The oldest publication on record dates to 1993 and the most recent to 2026.
  • The most productive year is 2006, with 16 publications.
  • The least productive years with any output are 1993, 1996, 1997 and 2026, with 1 publication each.
  • 3 of the 34 years in the span carry no publications at all (1994, 1995 and 1998).
  • The rate of publication averages 7.0 papers per year over the whole span, or 7.6 per year counting only the 31 years with at least one publication.
  • The last 5 years on the chart (2022-2026) hold 36 publications, 15% of the career total.
  • Split into equal eras - 1993-2004: 47 publications (3.9 per year); 2005-2016: 113 publications (9.4 per year); 2017-2026: 77 publications (7.7 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

Costantino Grana 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 Costantino Grana sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 202–211 publications, is where this scientist sits. 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
32–41 publications 991+

This scientist: 207 publications — 49th percentile

49% of scientists in this discipline score the same or lower.

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

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508 207
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Costantino Grana publication distribution in Computer Science in 2026 - data summary

  • The chart plots the publication count of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 97 ranges running from 32–41 to 991+ publications.
  • Costantino Grana, a Computer Science scholar from University of Modena and Reggio Emilia, records 207 publications - the 49th percentile of the discipline.
  • 49% of ranked Computer Science scientists score the same or lower than Costantino Grana, and about 51% score higher.
  • The median of the discipline falls in the 202–211 publications range, and Costantino Grana falls inside that same range.
  • The most crowded range is 142–151 publications, holding 609 scientists (4% of the field).
  • 70% of the field sits in the lowest quarter of the value range (up to 272–281 publications), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 991 publications or more, 100 scientists in all (<1% of the field).

Costantino Grana 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 Costantino Grana sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 34–35 D-Index, is where this scientist sits. 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
30–31 D-Index 131+

This scientist: 34 D-Index — 16th percentile

16% of scientists in this discipline score the same or lower.

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

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918 34
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Costantino Grana D-index placement in Computer Science in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 52 ranges running from 30–31 to 131+ D-Index.
  • Costantino Grana, a Computer Science scholar from University of Modena and Reggio Emilia, records 34 D-Index - the 16th percentile of the discipline.
  • 16% of ranked Computer Science scientists score the same or lower than Costantino Grana, and about 84% score higher.
  • The median of the discipline falls in the 44–45 D-Index range, and Costantino Grana ranks below the median.
  • The most crowded range is 36–37 D-Index, holding 990 scientists (7% of the field).
  • 71% of the field sits in the lowest quarter of the value range (up to 54–55 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 131 D-Index or more, 98 scientists in all (<1% of the field).

Overview

Costantino Grana is affiliated with the University of Modena and Reggio Emilia in Italy. Their research spans multiple fields including computer science, engineering, and dentistry.

Their main areas of study include:

  • Computer Science
  • Engineering
  • Dentistry

Subfields where Costantino Grana has published include:

  • Computer Vision and Pattern Recognition
  • Oral Surgery
  • Artificial Intelligence
  • Biomedical Engineering
  • Information Systems

The topics frequently addressed in their work feature:

  • Medical Image Segmentation Techniques
  • Dental Radiography and Imaging
  • Medical Imaging and Analysis
  • Advanced Neural Network Applications
  • Digital Image Processing Techniques
  • AI in cancer detection
  • QR Code Applications and Technologies

Costantino Grana has published extensively in various venues, with a concentration in:

  • IEEE Access
  • Clinical Journal of the American Society of Nephrology
  • AHFE international
  • arXiv (Cornell University)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Recent papers authored or coauthored by Costantino Grana include:

  • Deep Segmentation of the Mandibular Canal: A New 3D Annotated Dataset of CBCT Volumes (2022) - IEEE Access
  • Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks (2020) - Clinical Journal of the American Society of Nephrology
  • Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation (2022) - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal (2024) - IEEE Access
  • One DAG to Rule Them All (2021) - IEEE Transactions on Pattern Analysis and Machine Intelligence

Their research collaborations include frequent partnerships with coauthors such as:

  • Federico Bolelli
  • Luca Lumetti
  • Stefano Allegretti
  • Federico Pollastri
  • Vittorio Pipoli

Best Publications

  • Detecting moving objects, ghosts, and shadows in video streams

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Improving shadow suppression in moving object detection with HSV color information

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Probabilistic posture classification for Human-behavior analysis

    R. Cucchiara;C. Grana;A. Prati;R. Vezzani

  • Dynamic Optical Coherence Tomography in Dermatology

    Martina Ulrich;Lotte Themstrup;Nathalie de Carvalho;Marco Manfredi

  • Detecting objects, shadows and ghosts in video streams by exploiting color and motion information

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Optimized Block-Based Connected Components Labeling With Decision Trees

    Costantino Grana;Daniele Borghesani;Rita Cucchiara

  • Hierarchical Boundary-Aware Neural Encoder for Video Captioning

    Lorenzo Baraldi;Costantino Grana;Rita Cucchiara

  • Shadow detection algorithms for traffic flow analysis: a comparative study

    A. Prati;I. Mikic;C. Grana;M.M. Trivedi

  • Statistic and knowledge-based moving object detection in traffic scenes

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • The Sakbot System for Moving Object Detection and Tracking

    Rita Cucchiara;Costantino Grana;Gianni Neri;Massimo Piccardi

  • A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions

    C. Grana;G. Pellacani;R. Cucchiara;S. Seidenari

  • Probabilistic people tracking for occlusion handling

    R. Cucchiara;C. Grana;G. Tardini;R. Vezzani

  • A Deep Siamese Network for Scene Detection in Broadcast Videos

    Lorenzo Baraldi;Costantino Grana;Rita Cucchiara

  • Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling

    Federico Bolelli;Stefano Allegretti;Lorenzo Baraldi;Costantino Grana

  • Comparison of color clustering algorithms for segmentation of dermatological images

    Rudy Mirko Melli;Costantino Grana;Rita Cucchiara

  • Computer vision system for in-house video surveillance

    Rita Cucchiara;Costantino Grana;Andrea Prati;Roberto Vezzani

  • Linear Transition Detection as a Unified Shot Detection Approach

    C. Grana;R. Cucchiara

  • Augmenting data with GANs to segment melanoma skin lesions

    Federico Pollastri;Federico Bolelli;Roberto Paredes;Costantino Grana

  • A Hough transform-based method for radial lens distortion correction

    R. Cucchiara;C. Grana;A. Prati;R. Vezzani

  • Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video

    Lorenzo Baraldi;Costantino Grana;Rita Cucchiara

  • In vivo confocal scanning laser microscopy of pigmented Spitz nevi: Comparison of in vivo confocal images with dermoscopy and routine histopathology

    Giovanni Pellacani;Anna Maria Cesinaro;Costantino Grana;Stefania Seidenari

  • Practical color calibration for dermoscopy, applied to a digital epiluminescence microscope.

    Costantino Grana;Giovanni Pellacani;Stefania Seidenari

  • Pigment distribution in melanocytic lesion images: a digital parameter to be employed for computer-aided diagnosis.

    Stefania Seidenari;Giovanni Pellacani;Costantino Grana

  • A fast approach for integrating ORB descriptors in the bag of words model

    Costantino Grana;Daniele Borghesani;Marco Manfredi;Rita Cucchiara

Frequent Co-Authors

Rita Cucchiara
Rita Cucchiara University of Modena and Reggio Emilia
Giovanni Pellacani
Giovanni Pellacani Sapienza University of Rome
Roberto Vezzani
Roberto Vezzani University of Modena and Reggio Emilia
Andrea Prati
Andrea Prati University of Parma
Giuseppe Serra
Giuseppe Serra University of Udine
Massimo Piccardi
Massimo Piccardi University of Technology Sydney
Marco Bertini
Marco Bertini University of Florence
Simone Calderara
Simone Calderara University of Modena and Reggio Emilia
Alberto Del Bimbo
Alberto Del Bimbo University of Florence
Mohan M. Trivedi
Mohan M. Trivedi University of California, San Diego

External Links

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Best Scientists Citing Costantino Grana

Rita Cucchiara

Rita Cucchiara

University of Modena and Reggio Emilia

Publications: 98

Giovanni Pellacani

Giovanni Pellacani

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Publications: 69

Andrea Prati

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University of Parma

Publications: 50

M. Emre Celebi

M. Emre Celebi

University of Central Arkansas

Publications: 39

Roberto Vezzani

Roberto Vezzani

University of Modena and Reggio Emilia

Publications: 26

Simone Calderara

Simone Calderara

University of Modena and Reggio Emilia

Publications: 24

Jorge S. Marques

Jorge S. Marques

Instituto Superior Técnico

Publications: 21

Marco Bertini

Marco Bertini

University of Florence

Publications: 19

Iris Zalaudek

Iris Zalaudek

University of Trieste

Publications: 19

Gregor B. E. Jemec

Gregor B. E. Jemec

University of Copenhagen

Publications: 18

Giuseppe Argenziano

Giuseppe Argenziano

University of Campania "Luigi Vanvitelli"

Publications: 18

Giuseppe Serra

Giuseppe Serra

University of Udine

Publications: 17

Ashfaq A. Marghoob

Ashfaq A. Marghoob

Memorial Sloan Kettering Cancer Center

Publications: 17

Alberto Del Bimbo

Alberto Del Bimbo

University of Florence

Publications: 17

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Loris Nanni

University of Padua

Publications: 17

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William V. Stoecker

Missouri University of Science and Technology

Publications: 16

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