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Computer Science

D-Index
34
Citations
6826
World Ranking
11991
National Ranking
407

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
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
Arnold W. M. Smeulders
Arnold W. M. Smeulders University of Amsterdam
Mohan M. Trivedi
Mohan M. Trivedi University of California, San Diego

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