Publications

Journals

  1. N. Werghi, C. Tortorici, S. Berretti, A. Del Bimbo. “Local Binary Patterns on Triangular Meshes: Concept and Applications,” Computer Vision and Image Understanding, to appear, 2015.
  2. M. Devanne, H. Wannous, S. Berretti, P. Pala, M. Daoudi, A. Del Bimbo. “3D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold,” IEEE Transactions on Cybernetics, to appear, 2015. ISSN: 2168-2267, DOI: 10.1109/TCYB.2014.2350774
  3. N. Werghi, S. Berretti, A. Del Bimbo. “The mesh-LBP: a Framework for Extracting Local Binary Patterns from Discrete Manifolds,” IEEE Transactions on Image Processing, vol.24, no.1, pp.220-235, January 2015. ISSN: 1057-7149, DOI: 10.1109/TIP.2014.2370253
  4. B. Ben Amor, H. Drira, S. Berretti, M. Daoudi, A. Srivastava. “4D Facial Expression Recognition by Learning Geometric Deformations,” IEEE Transactions on Cybernetics, vol.44, no.12, pp.2443-2457, December 2014. ISSN: 2168-2267, DOI: 10.1109/TCYB.2014.2308091
  5. S. Berretti, N. Werghi, A. Del Bimbo, P. Pala. “Selecting Stable Keypoints and Local Descriptors for Per- son Identification using 3D Face Scans,” The Visual Computer, vol.30, no.11, pp.1275-1292, November 2014. ISSN: 0178-2789, DOI: 10.1007/s00371-014-0932-7
  6. S. Berretti, P. Pala, A.  Del Bimbo.  “Face Recognition by Super-resolved 3D Models from Consumer Depth Cameras,” IEEE Transactions on Information Forensics and Security, vol.9, no.9, pp.1436-1449, September 2014. ISSN: 1556-6013, DOI: 10.1109/TIFS.2014.2337258
  7. S. Berretti, A. Del Bimbo, P. Pala. “Automatic Facial Expression Recognition in real-time from Dynamic Sequences of 3D Face Scans,” The Visual Computer, Springer, vol.29, no.12, pp.1333-1350, December 2013.  DOI:  10.1007/s00371-013-0869-2
  8. S. Berretti, N. Werghi, A. Del Bimbo, P. Pala. “Matching 3D Face Scans using Interest Points and Local Histogram Descriptors,” Computer & Graphics, Elsevier, vol.37, no.5, pp.509-525, August 2013. DOI: 10.1016/j.cag.2013.04.001
  9. S. Berretti, A. Del Bimbo, P. Pala. “Sparse Matching of Salient Facial Curves for Recognition of 3D Faces with Missing Parts,” IEEE Transactions on Information Forensics and Security, vol.8, no.2, pp.374-389, February 2013. DOI: 10.1109/TIFS.2012.2235833
  10. S. Berretti, A. Del Bimbo, P. Pala. “Distinguishing Facial Features for Ethnicity-Based 3D Face Recognition,” ACM Transactions on Intelligent Systems  and  Technology,  special  section  on  Intelli- gent Multimedia Systems and  Technology, Part  II, vol.3, no.3, article 45, 20 pages, May 2012. DOI: 10.1145/2168752.2168759
  11. S. Berretti, B. Ben Amor, M. Daoudi, A. Del Bimbo. “3D Facial Expression Recognition using SIFT De- scriptors of Automatically Detected Keypoints,” The Visual Computer, Springer, vol.27, no.11, pp.1021- 1036, November 2011. DOI: 10.1007/s00371-011-0611-x Impact factor 2011:  0.576.
  12. A. Maalej, B. Ben Amor, M. Daoudi, A. Srivastava, S. Berretti. “Shape Analysis of Local Facial Patches for 3D Facial Expression Recognition,” Pattern Recognition, Elsevier, vol.44, no.8, pp.1581-1589, August 2011. DOI: 10.1016/j.patcog.2011.02.012 Impact factor 2011: 2.292.
  13. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Recognition using iso-Geodesic Stripes,” IEEE Transac- tions on Pattern Analysis and Machine Intelligence, vol.32, no.12, pp.2162-2177, December 2010. DOI: 10.1109/TPAMI.2010.43 Impact factor 2010: 5.308.
  14. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Reconstruction from two orthogonal Images for Face Recognition Applications,” International Journal of Digital Library Systems, IGI Global, vol.1, no.3, pp.41- 57, July-September 2010. DOI: 10.4018/jdls.2010070103
  15. S. Berretti, A. Del Bimbo, P. Pala. “3D Mesh Decomposition using Reeb Graphs,” Image and Vision Computing, Elsevier, vol.27, no.10, pp.1540-1554, September 2009. DOI: 10.1016/j.imavis.2009.02.004 Impact factor 2009: 1.474.
  16. S. Berretti, A. Del Bimbo, P. Pala. “Graph Edit Distance for Active Graph Matching in Content Based Retrieval Applications,” The Open Artificial Intelligence Journal, Bentham Science, vol.1, no.1, pp.1-11, November 2007. DOI: 10.2174/1874061800701010001
  17. S. Berretti, A. Del Bimbo, P. Pala. “Merging Results for Distributed Content Based Image Retrieval,” Multimedia Tools and Applications, Kluwer Academic, vol.24, no.3, pp.215-232, December 2004. DOI: 10.1023/B:MTAP.0000039388.63801.67 Impact factor: 0.389.
  18. S. Berretti, A. Del Bimbo, E. Vicario. “Weighted Walkthroughs between Extended Entities for Retrieval by Spatial Arrangement,” IEEE Transactions on Multimedia, vol.5, no.1, pp.52-70, March 2003. DOI: 10.1109/TMM.2002.802833
  19. S. Berretti, A. Del  Bimbo,  E.  Vicario.  “Spatial  Arrangement  of  Color  in  Retrieval  by  Visual  Similar- ity,” Pattern Recognition, Elsevier, vol.35, no.8, pp.1661-1674, August 2002. DOI: 10.1016/S0031- 3203(01)00161-3
  20. S. Berretti, A. Del Bimbo, E. Vicario. “Efficient Matching and Indexing of Graph Models in Content-Based Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, no.10, pp.1089-1105, October 2001. DOI: 10.1109/34.954600
  21. S. Berretti, A. Del Bimbo, E. Vicario. “Modelling Spatial Relationships between Colour Clusters,” Pattern Analysis and Applications, Springer, vol.4, no.2/3, pp.83-92, June 2001. DOI: 10.1007/s100440170009
  22. S. Berretti, A. Del Bimbo, P. Pala. “Retrieval by Shape Similarity with Perceptual Distance and Ef- fective Indexing,” IEEE Transactions on Multimedia, vol.2, no.4, pp.225-239, December 2000. DOI: 10.1109/6046.890058
  23. S. Berretti, A. Del Bimbo, P. Pala. “Indexed Retrieval by Shape Appearance,” IEE Proceedings on Vision Image and Signal Processing, vol.147, no.4, pp.356-362, August 2000. DOI: 10.1049/ip-vis:20000584
  24. S. Berretti, A. Del Bimbo, P. Pala. “A Compositional Language for Color Based Image Retrieval,” AI*IA Notizie, Anno XII, no.3, pp.69-76, September 1999.

Book Chapters

  1. Stefano Berretti, Alberto del Bimbo, Pietro Pala. “3D Face Recognition using Spatial Relations,” in FaceRecognition in Adverse Conditions, cap.5, pp.98-123, M. De Marsico, M. Nappi and M. Tistarelli, editors, IGI Global, 2014. DOI: 10.4018/978-1-4666-5966-7.ch005
  2. Stefano  Berretti,  Alberto  del  Bimbo,  Pietro  Pala.  “About  3D  Faces,”  in  Registration  and  Recognitionin Images and Videos, cap.9, pp.187-221, R. Cipolla, S. Battiato and G.M. Farinella, editors, Studies in Computational Intelligence, Vol.532, Springer, 2014. DOI: 10.1007/978-3-642-44907-9
  3. Hassen Drira, Stefano Berretti, Boulbaba Ben Amor, Mohamed Daoudi,  Anuj  Srivastava,  Alberto  del Bimbo, Pietro Pala. “3D Face Surface Analysis and Recognition based on Facial Curves,” in 3D FaceModeling, Analysis and Recognition, cap.III, pp.77-121, M. Daoudi, A. Srivastava, R. Veltkamp, editors, John Wiley & Sons, August, 2013. ISBN 978-0-470-66641-8.
  4. Stefano Berretti, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Anuj Srivastava, Alberto del Bimbo, Pietro Pala. “Applications,” in 3D Face Modeling, Analysis and Recognition, cap.V, pp.151-204,
    M. Daoudi, A. Srivastava, R. Veltkamp, editors, John Wiley & Sons, August, 2013. ISBN 978-0-470- 66641-8
  5. Stefano Berretti, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Anuj Srivastava, Alberto del Bimbo, Pietro Pala. “Applications,” in 3D Face Modeling, Analysis and Recognition, cap.V, pp.151-204,
    M. Daoudi, A. Srivastava, R. Veltkamp, editors, John Wiley & Sons, August, 2013. ISBN 978-0-470- 66641-8
  6. S. Berretti, A. Del  Bimbo,  P.  Pala,  F.J.  Silva  Mata.  “Face  Recognition  based  on  Manifold  Learning and SVM Classification of 2D and 3D Geodesic Curves,” in Machine Learning Techniques for AdaptiveMultimedia Retrieval: Technologies, Applications, and Perspectives, C.-H. Wei and Yue Li, editors, IGI Global, cap.4, pp.62-81, 2011. ISBN 978-1-61692-859-9
  7. D. Garc´ıa-P´erez, A. Mosquera, S. Berretti, A. Del Bimbo. “Content Based Image Retrieval using Active Nets,” in Artificial Intelligence for Maximizing Content Based Image Retrieval, Z. Ma, editor, cap.5, pp.85-114, IGI Global, January 2009.
  8. S. Berretti, M. Daoudi, A. Del Bimbo, T. Filali Ansary, P. Pala, J. Tierny, J.-P. Vandeborre. “3D Indexing and Retrieval,” in 3D Object Processing: Compression, Indexing & Watermarking, cap.3, pp.87-135, J.-L. Dugelay, A. Baskurt and M. Daoudi, editors, John Wiley & Sons, April 2008.
  9. S. Berretti, A. Del Bimbo. “Color Spatial Arrangement for Image Retrieval by Visual Similarity,” in Color Image Processing: Methods and Applications, R. Lukac and K. N. Plataniotis, editors, chap.10, pp.227-258, CRC Press, September 2006.
  10. S. Berretti, A. Del Bimbo, P. Pala. “Collection Fusion for Distributed Image Retrieval,” in DistributedMultimedia Information Retrieval, J. Callan, F. Crestani and M. Sanderson, editors, pp.70-83, Springer- Verlag, November 2003.

Conferences and workshops

  1. N. Werghi, C. Tortorici, S. Berretti. “Boosting 3D LBP-based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh,” IEEE International Conference on Image Processing, Quebec City, Canada, June 27-30, September 2015.
  2. N. Werghi, C. Tortorici, S. Berretti, A. Del Bimbo. “Representing 3D Texture  on  Mesh  Manifolds  for Retrieval and Recognition Applications,” IEEE Conference on Computer Vision and Pattern Recognition, Boston, Massachusetts, USA, June 8-10, 2015.
  3. N. Werghi, C. Tortorici, S. Berretti, A. Del Bimbo. “Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval,” 8th Eurographics Workshop on 3D Object Retrieval, in conjunction with Eurographics 2015, pp.91–94, Zurich, Switzerland, May 2-3, 2015.
  4. E. Bondi, P. Pala, S. Berretti, A. Del Bimbo. “Reconstructing High-resolution Face Models from Kinect Depth Sequences Acquired in Uncooperative Contexts,” 1st International Workshop on UnderstandingHuman Activities through 3D Sensors (UHA3DS’15), in conjunction with the IEEE International Confer-ence on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May 8, 2015.
  5. M. Devanne, H. Wannous, P. Pala, S. Berretti, M. Daoudi, A. Del Bimbo. “Combined Shape Analysis of Human Poses and Motion Units for Action Segmentation and Recognition,” 1st International Workshopon Understanding Human Activities through 3D Sensors (UHA3DS’15), in conjunction with the IEEEInternational Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May 8, 2015.
  6. T. Alashkar, B. Ben Amor, M. Daoudi, S. Berretti. “Analyzing Trajectories on Grassmann Manifold for Early Emotion Detection from Depth Videos,” 11th IEEE International Conference on Automatic Faceand Gesture Recognition (FG 2015), pp.1-6, Ljubljana, Slovenia, May 4-8, 2015.
  7. D. Porro Mun˜oz, F.J. Silva Mata, A. Revilla, I. Talavera Bustamante, S. Berretti. “3D Face Recognition by Functional Data Analysis,” in  Progress  in  Pattern  Recognition,  Image  Analysis,  Computer  Vision,and Applications, Lecture Notes in Computer Science, Volume 8827, pp.818-826, 19th Iberoamerican Congress on Pattern Recognition (CIARP’14), Puerto Vallarta, Mexico, November 2-5, 2014. ISSN: 0302-9743, ISBN: 978-3-319-12567-1, DOI: 10.1007/978-3-319-12568-8 99
  8. T. Alashkar, B. Ben Amor, M. Daoudi, S. Berretti. “A 3D Dynamic Database for Unconstrained Face Recognition,” 5th International Conference on 3D Body Scanning Technologies (3DBST’14), pp.357-364,
    Lugano, Switzerland, October 21-22, 2014. DOI: 10.15221/14.357
  9. T. Alashkar, B. Ben Amor, M. Daoudi, S. Berretti. “A Grassmannian Framework for Face Recognition of 3D Dynamic Sequences with Challenging Conditions,” 6th Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA’14), in conjunction with ECCV 2014, Lecture Notes in Computer Science, Volume 8928, pp.320-334, Zurich, Switzerland, September 12, 2014. DOI: 10.1007/978-3-319- 16220-1 23
  10. S.  Berretti,  P.  Pala,  A.  Del  Bimbo.  “Increasing  3D  Resolution  of  Kinect  Faces,”  ChaLearn  Lookingat People @ ECCV2014: Challenge and Workshop on Pose Recovery, Action and Gesture Recognition(ChaLearn’14), in conjunction with ECCV 2014, Lecture Notes in Computer Science, Volume 8925, part I, pp.639-653, Zurich, Switzerland, September 6-7, 2014. DOI: 10.1007/978-3-319-16178-5 45
  11. N. Werghi, S. Berretti, A. Del Bimbo. “Computing Local Binary Patterns on Discrete Manifolds,” 22thInternational Conference on Pattern Recognition (ICPR’14), pp.2430-2435, Stockholm, Sweden, August 24-28, 2014. ISSN: 1051-4651, DOI: 10.1109/ICPR.2014.509
  12. N. Werghi, S. Berretti, A. Del Bimbo, P. Pala. “The mesh-LBP:  computing  Local  Binary  Patterns  on Discrete Manifolds,” 4th International IEEE Workshop on 3D Representation and Recognition (3dRR-13), in association with ICCV 2013, pp.562-569, Sydney, Australia, December 8, 2013.
  13. H. Drira, B. Ben Amor, M. Daoudi, S. Berretti. “A Dense Deformation Field for Facial Expression Analysis in Dynamic Sequences of 3D Scans,” 4th International Workshop on Human Behaviour Understanding(HBU’13), in conjunction with ACM Multimedia 2013, LNCS 8212,  Springer,  pp.148-159,  Barcelona, Spain, October 22, 2013.
  14. M. Devanne, A. Wannous, S. Berretti, P. Pala, M. Daoudi, A. Del Bimbo. “Space-time Pose Representa- tion for 3D Human Action Recognition,” International Workshop on Social Behaviour Analyis (SBA’13), in conjunction with ICIAP 2013, pp.456-464, Naples, September 10, 2013.
  15. L. Seidenari, V. Varano, S. Berretti, A. Del Bimbo, P. Pala. “Weakly Aligned Multi-Part Bag-of-Poses for Action Recognition from Depth Cameras,” International Workshop on Social Behaviour Analyis (SBA’13), in conjunction with ICIAP 2013, pp.446-455, Naples, September 10, 2013.
  16. S. Berretti, N. Werghi, A. Del  Bimbo,  P.  Pala.  “Local  Descriptors  Matching  for  3D  Face  Recogni- tion,” IEEE International Conference on Image Processing (ICIP’13),  pp.3710-3714,  Melbourne,  Aus- tralia, September 15-18, 2013.
  17. L. Seidenari, V. Varano, S. Berretti, P. Pala, A. Del Bimbo. “Recognizing Actions from Depth Cameras as Weakly Aligned Multi-Part Bag-of-Poses,” International Workshop on Human Activity Understandingfrom 3D Data (HAU3D’13), in conjunction with CVPR 2013, pp.479-485, Portland, Oregon, USA, June 24, 2013.
  18. M. Daoudi, H. Drira, B. Ben Amor, S. Berretti. “A Dynamic Geometry-based Approach for 4D Facial Expression Recognition,” 4th European Workshop on Visual Information Processing (EUVIP’13), pp.280- 284, Paris, France, May 10-12, 2013.
  19. S. Berretti, N. Werghi, A. Del Bimbo, P. Pala. “Geometric Histograms of 3D Keypoints for Face Identifica- tion with Missing Parts,” 6th Eurographics Workshop on 3D Object Retrieval (3DOR’13), in conjunction with EuroGraphics 2013, pp.57-64, Girona, Spain, May 11, 2013.
  20. H. Drira, B. Ben Amor, M. Daoudi, S. Berretti. “A Dense Deformation Field for Facial Expression. Analysis in Dynamic Sequences of 3D Scans,” 4th International Workshop on Human Behaviour Understanding(HBU’13), in conjunction with ACM Multimedia 2013, pp.1-12, Barcelona, Spain, October 22, 2013.
  21. M. Devanne, A. Wannous, S. Berretti, P. Pala, M. Daoudi, A. Del Bimbo. “Space-time Pose Representa- tion for 3D Human Action Recognition,” International Workshop on Social Behaviour Analyis (SBA’13), in conjunction with ICIAP 2013, pp.1-8, Naples, September 10, 2013.
  22. L. Seidenari, V. Varano, S. Berretti, A. Del Bimbo, P. Pala. “Weakly Aligned Multi-Part Bag-of-Poses for Action Recognition from Depth Cameras,” International Workshop on Social Behaviour Analyis (SBA’13), in conjunction with ICIAP 2013, pp.1-8, Naples, September 10, 2013.
  23. S. Berretti, N. Werghi, A. Del Bimbo, P. Pala. “Local Descriptors Matching for 3D Face Recognition,” IEEE International Conference on Image Processing (ICIP’13), pp.1-5, Melbourne, Australia, September 15-18, 2013.
  24. L. Seidenari, V. Varano, S. Berretti, P. Pala, A. Del Bimbo. “Recognizing Actions from Depth Cameras as Weakly Aligned Multi-Part Bag-of-Poses,” International Workshop on Human Activity Understandingfrom 3D data (HAU3D’13), joint event to CVPR 2013, pp.1-7, Portland, Oregon, USA, June 24, 2013.
  25. M. Daoudi, H. Drira, B. Ben Amor, S. Berretti.  “A Dynamic Geometry-based Approach for 4D Facial Expression Recognition,” 4th European Workshop on Visual Information Processing (EUVIP’13), pp.1-5, Paris, France, May 10-12, 2013.
  26. S. Berretti, N. Werghi, A. Del Bimbo, P. Pala. “Geometric Histograms of 3D Keypoints for Face Iden- tification with Missing Parts,” 6th Eurographics/ACM SIGGRAPH Workshop on 3D Object Retrieval(3DOR’13), joint event to EuroGraphics 2013, pp.57-64, Girona, Spain, May 11, 2013.
  27. H. Drira, B. Ben Amor, M. Daoudi, A.  Srivastava,  S.  Berretti.  “3D  Dynamic  Expression  Recognition based on a Novel Deformation Vector Field and Random Forest,” 21th  International  Conference  onPattern Recognition (ICPR’12), pp.1104-1107, Tsukuba, Japan, November 11-15, 2012.
  28. S. Berretti, A. Del Bimbo, P. Pala. “Superfaces: A super-resolution model for 3D faces,” Fifth Workshopon Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA’12), joint event to ECCV 2012, Florence, Italy, October 7, 2012.
  29. S. Berretti, A. Del Bimbo, P. Pala. “Real-time Expression Recognition from Dynamic Sequences of 3D Facial Scans,” 5th Eurographics/ACM SIGGRAPH Workshop on 3D Object Retrieval (3DOR’12), joint event to EuroGraphics 2012, pp.85-92, Cagliari, Italy, May 13, 2012.
  30. S. Berretti, A. Del Bimbo, P. Pala.  “3D Partial  Face  Matching  using  Local  Shape  Descriptors,”  JointACM Workshop on Human Gesture and Behavior Understanding (J-HGBU’11), joint event to ACM Multimedia 2011, pp.65-71, Scottsdale, Arizona, Dececmber 1, 2011.
  31. S. Berretti, A. Del Bimbo, P. Pala. “Facial Surface Sections for Recognition of 3D Faces with Missing Parts,” Traitement at Analyse de l’Information M´ethodes et Applications, TAIMA 2011, Session Sp´eciale Reconnaissance Faciale 3D/4D et Biom´etrie, Hammamet, Tunisia, 3-8 October 2011.
  32. S. Berretti, A. Del Bimbo, P. Pala. “Facial Curves between Keypoints for Recognition of 3D Faces with Missing Parts,” IEEE Workshop on Multi Modal Biometrics, joint event to CVPR 2011, pp.49-54, Colorado Springs, Colorado, 20 June 2011.
  33. S. Berretti, A. Del Bimbo, P. Pala. “Partial Match of 3D Faces using Facial Curves between SIFT Keypoints,” 4th Eurographics/ACM SIGGRAPH Workshop on 3D Object Retrieval (3DOR’11), joint event to EuroGraphics 2011, pp.117-120, Llandudno, United Kingdom, 10 April 2011.
  34. S. Berretti, A. Del Bimbo, P. Pala. “Recognition of 3D Faces with Missing Parts based on Profile Networks,” 1st ACM Workshop on 3D Object Retrieval (ACM 3DOR’10), pp.81-86, Florence, Italy 25 October 2010.
  35. S. Berretti, A. Del Bimbo, P. Pala, B. Ben Amor, M. Daoudi. “Selected SIFT Features for 3D Facial Expression Recognition,” 20th International Conference on Pattern Recognition, (ICPR’10), pp.4125- 4128, Istanbul, Turkey, 23-26 August 2010.
  36. A. Maalej, B. Ben Amor, M. Daoudi, A. Srivastava, S. Berretti. “Local 3D Shape Analysis for Facial Expression Recognition,” 20th International Conference on Pattern Recognition, (ICPR’10), pp.4129- 4132, Istanbul, Turkey, 23-26 August 2010.
  37. S. Berretti, A. Del Bimbo, P. Pala. “Minimal-Redundancy Maximal-Relevance Selection of Facial Re- gions for 3D Face Recognition,” 5th International Symposium on 3D Data Processing, Visualization andTransmission (3DPVT’10), pp.1-8, Paris, France, May 17-20, 2010.
  38. S. Berretti, B. Ben Amor, M. Daoudi, A. Del Bimbo. “Person Independent 3D Facial Expression Recog- nition by a Selected Ensemble of SIFT Descriptors,” 3rd Eurographics/ACM SIGGRAPH Symposium on3D Object Retrieval (3DOR’10), joint event with EuroGraphics 2010, pp.47-54, Norrk¨oping, Sweden, May 2, 2010.
  39. F.J. Silva Mata, S. Berretti, A. Del Bimbo, P. Pala, A.G. Augier. “Applications of Geodesic Distances to Face Biometrics in 2D and 3D,” VI Taller International-TECNOLASER’09, Havana, Cuba, April 13-15, 2009.
  40. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Retrieval using Integral Geometric Shape Information,” ACM International Conference on Image and Video Retrieval (CIVR’08), Niagara Falls, Canada, July 7-9, 2008.
  41. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Face Recognition by SVMs Classification of 2D and 3D Radial Geodesics,” IEEE International Conference on Multimedia & Expo (ICME’08), Special Session on 3D Face Analysis and Recognition, Hannover, Germany, June 23-26, 2008.
  42. S. Berretti, A. Del Bimbo, P. Pala. “Analysis and Retrieval of 3D  Facial  Models  Using  Iso-geodesic Stripes,” Sixth International Conference on Content-Based Multimedia Indexing (CBMI’08), IEEE, pp.257-264, London, The United Kingdom, June 18-20, 2008.
  43. S. Berretti, A. Del Bimbo, P. Pala. “SHREC’08 Entry: 3D Face Recognition using Integral Shape In- formation,” IEEE International Conference on Shape Modeling and Applications (SMI’08), pp.255-256, Stony Brook, New York, 4-6 June 2008.
  44. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Recognition by Spatial Arrangement of iso-Geodesic Sur- faces,” IEEE 3DTV Conference 2008: The True Vision - Capture, Transmission and Display of 3D Video(3DTV-CON’08), IEEE, pp.365-368, Istanbul, Turkey, 28-30 May 2008.
  45. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Face Recognition  by  SVMs  Classification  and Manifold Learning of 2D and 3D Radial Geodesic Distances,” Eurographics 2008 Workshop on 3D ObjectRetrieval, pp.57-64, Crete, Greece, 15 April 2008.
  46. D. Garc´ıa-P´erez, A. Mosquera, S. Berretti, A. Del Bimbo. “Evaluation of a M-Tree in a Content-Based Image Retrieval System,” Workshop on Efficiency Issues in Information Retrieval (EIIR’08), Glasgow, Scotland, 30 March 2008.
  47. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “SVMs Classification of 2D and 3D Radial Geodesics for Face Recognition,” Fourth Italian Research Conference on Digital Library Systems (IRCDL’08), Padue, Italy, 24-25 January 2008.
  48. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Using 3D Face Model to improve 2D Face Recog- nition,” Second DELOS Conference 2007, Working Notes, C. Thanos, F. Borri and A. Launaro (Eds.), pp.1-11, Pisa, Italy, 5-7 December 2007. ISSN 1818-8044. ISBN 2-912335-36-1. M. Agosti, S. Berretti, G. Brettlecker, A. Del Bimbo, N. Ferro, N. Fuhr, D. Keim, C.-P.  
  49. Klas, T. Lidy, M. Norrie, P. Ranaldi, A. Rauber, H.-J. Schek, T. Schreck, H. Schuldt, B. Signer, M. Springmann. “DelosDLMS - the Integrated DELOS Digital Library Management System,” Digital Libraries: Research and Development, First International DELOS Conference, revised selected papers. Lecture Notes in Com- puter Science, C. Thanos, F. Borri and L. Candela (Eds.) vol.4877, pp.36-45, 2007. Springer-Verlag, Berlin Heidelberg 2007.
  50. S. Berretti, A. Del Bimbo, P. Pala. “Description,  Matching  and  Retrieval  by  Content  of  3D  Objects,” Digital Libraries: Research and Development, First International DELOS Conference, revised selected papers. Lecture Notes in Computer Science, C. Thanos, F. Borri and L. Candela (Eds.) vol.4877, pp.288- 297, 2007. Springer-Verlag, Berlin Heidelberg 2007.
  51. F.J. Silva Mata, S. Berretti, A. Del Bimbo, P. Pala. “Using Geodesic Distances for 2D-3D and 3D-3D Face Recognition,” International Conference on Image Analysis and Processing (ICIAP’07), Modena, Italy, September 10-13 2007.
  52. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Using Geodesic Distances for 2D-3D and 3D-3D Face Recognition,” International Workhsop on Visual and Multimedia Digital Libraries (VMDL’07), pp.95-100, Modena, Italy, September 13-14, 2007.
  53. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Face Recognition by Matching 2D and 3D Geodesic Distances,” International Workhsop on Multimedia Content Analysis and Mining  (MCAM’07),  Weihai, China, 29-30 giugno 2007. Lecture Notes in Computer Science N. Sebe, Y. Liu, and Y. Zhuang (Eds.) vol.4577, pp.444-453, 2007. Springer-Verlag, Berlin Heidelberg 2007.
  54. S. Berretti, A. Del Bimbo, P. Pala, F.J. Silva Mata. “Geodesic Distances for 3D-3D and 2D-3D Face Recognition,” IEEE International Conference on Multimedia & Expo (ICME’07), Beijing, China, July 2-5, 2007.
  55. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Recognition by Modeling the Arrangement of Concave and Convex Regions,” Lecture Notes in Computer Science, S. Marchand-Maillet et al. (Eds.), vol.4398, pp.1108-1118, 2007. Springer-Verlag Berlin Heidelberg 2007.
  56. S. Berretti, A. Del Bimbo, P. Pala. “Description, Matching and Retrieval by Content of 3D Objects,” DELOS Conference, pp.379-390, Tirrenia, Italy, February 13-14, 2007.
  57. M. Agosti, S. Berretti, G. Brettlecker, A. Del Bimbo, N. Ferro, N. Fuhr, D. Keim, C.-P. Klas, T. Lidy, M. Norrie, P. Ranaldi, A. Rauber, H.-J¨org Schek, T. Schreck, H. Schuldt, B. Signer, M. Springmann. “DELOS DLMS - the Integrated DELOS Digital Library Management System,” DELOS Conference, pp.71-80, Tirrenia, Italy, February 13-14, 2007.
  58. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Recognition using iso-Geodesic Surfaces,”  3nd  ItalianResearch Conference on Digital Libraries Management Systems (IRCDL’07), Padova, Italy, January 29- 30, 2007.
  59. G. Antini, S. Berretti, A. Del Bimbo, P. Pala. “Retrieval of 3D Objects by Structural Similarity,” Workshopon New Advances in Multimedia Security, Biometrics Watermarking and Cultural Aspects, Logos Verlag, Berlin, J. Dittmann, C. Nelhauer, J. Hansen (Eds.) pp.173-188, Florence, Italy, October 23-34, 2006.
  60. S. Berretti, A. Del Bimbo, P. Pala. “Description and Retrieval of 3D Face Models using iso-Geodesic Stripes,” 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR’06), pp.13- 22, Santa Barbara, California, October 26-27, 2006. Best ranked paper.
  61. S. Berretti, A. Del Bimbo, P. Pala. “3D Face Identification based on the Arrangement of Salient Regions,” International Workshop on Adaptive Multimedia Retrieval (AMR’06), Geneva, Switzerland, July 27-28, 2006.
  62. D. Garc´ıa-P´erez, S. Berretti, A. Mosquera, A. Del Bimbo. “Topological Active Nets for Object-Based Image Retrieval,” International Conference on Image Analysis and Recognition (ICIAR’06), Lecture Notes in Computer Science, A. Campilho and M. Kamel (Eds.), vol.4141/2006, pp.636-647, P´ovoa de Varzim, Portugal, September 18-20, 2006.
  63. S.Berretti, A.Del Bimbo, P.Pala, M.Chaouch, A.Verroust, R.Cucchiara, C.Grana, F.Seinstra, M.Worring, M.Daoudi, J.-P.Vandeborre. “Description, Matching and Retrieval by Content of 3D Objects,” EuropeanConference on Research and Advanced Technology for Digital Libraries (ECDL’05), DELOS proceedings, Alicante, Spain, settembre 2006.
  64. S. Berretti, A. Del Bimbo, P. Pala. “Segmentation of 3D models using Reeb Graphs,” 18th International Conference on Pattern Recognition (ICPR’06), vol.1, pp.19-22, Honk-Kong, China, August 20-24, 2006.
  65. S. Berretti, A. Del Bimbo. “Modeling Spatial Relationships between 3D Objects,” 18th International Conference on Pattern Recognition (ICPR’06), vol.1, pp.119-122, Honk-Kong, China, August 20-24, 2006.
  66. D. Garc´ıa-P´erez, A. Mosquera, S. Berretti, A. Del Bimbo. “Object-Based Image Retrieval Using Active Nets,” 18th International Conference on Pattern Recognition (ICPR’06), vol.4, pp.750-753, Honk-Kong, China, August 20-24, 2006.
  67. G. Antini, S. Berretti, A. Del Bimbo, P. Pala. “3D Face Identification based on Arrangement of Salient Wrinkles,” IEEE International Conference on Multimedia & Expo (ICME’06), pp.85-88, Toronto, Canada, July 9-12, 2006.
  68. S. Berretti, A. Del Bimbo, P. Pala. “Automatic Partitioning of 3D Meshes,” 2nd Italian ResearchConference on Digital  Libraries Management Systems (IRCDL’06), pp.1-10, Padua, Italy, January 27, 2006.
  69. C. Plant, E. Bertini, S. Berretti. “Visualization in DL Systems (Relevance feedback),” DELOS proceed-ings in conjunction with the European Conference on Research and Advanced Technology for DigitalLibraries (ECDL’05), Wien, Austria, September 2005.
  70. S. Berretti, A. Del Bimbo, P. Pala, N. Boujeama, M. Crucianu, R. Cucchiara, C. Grana, A. Smeulders, M. Worring. “Description, Matching and Retrieval by Content of 3D Objects,” DELOS proceedings in conjunction with the European Conference on Research and Advanced Technology for Digital Libraries(ECDL’05), Wien, Austria, September 2005.
  71. G. Antini, S. Berretti, A. Del Bimbo, P. Pala. “Curvature Correlograms for Content Based Retrieval of 3D Objects,” IEEE International Conference on Image Analysis and Processing (ICIAP’05), Lecture Notes in Computer Science, F. Roli and S. Vitulano (Eds.), vol.3617/2005, pp.859-866, Cagliari, Italy, September 2005.
  72. G. Antini, S. Berretti, A. Del Bimbo, P. Pala. “Retrieval of 3D Objects using Curvature Correlograms,” IEEE International Conference on Multimedia & Expo (ICME’05), pp.735-738, Amsterdam, The Nether- lands, July 6-8, 2005.
  73. G. Antini, S. Berretti, A. Del Bimbo, P. Pala. “3D Mesh Partitioning for Retrieval by Parts Applica- tions,” IEEE International Conference on Multimedia & Expo (ICME’05), pp.1210-1213, Amsterdam, The Netherlands, July 6-8, 2005.
  74. S. Berretti, A. Del Bimbo. “Shape Retrieval by Incremental Spatial Partitioning,” 1st Italian ResearchConference on Digital Libraries Management Systems (IRCDL’05), Padova, Italy, pp.33-41, January 2005.
  75. S. Berretti, A. Del Bimbo. “Multiresolution Spatial Partitioning for Shape Representation,” IEEE Inter-national Conference on Pattern Recognition (ICPR’04), pp.775-778, Cambridge, United Kingdom, August 2004.
  76. S. Berretti, A. Del Bimbo, P. Pala. “A Graph Edit Distance Based on Node Merging,” International Conference on Image and Video Retrieval (CIVR’04), Lecture Notes in Computer Science, vol.3115/2004, pp.464-472, Dublin, Ireland, July 2004.
  77. S. Berretti, G. D’Amico, A. Del Bimbo. “Shape  Representation  by  Spatial  Partitioning  for  Content Based Retrieval Applications,” IEEE International Conference on Multimedia & Expo (ICME’04), vol.2, pp.791-794, Taipei, Taiwan, June 2004.
  78. S. Berretti, A. Del Bimbo, P. Pala. “A Model Learning Approach for Collection Fusion of Distributed Image Libraries,” 6th International Conference on Visual Information Systems (VIS’03), pp.475-480, Miami, Florida, September 2003.
  79. S. Berretti, A. Del Bimbo, P. Pala. “Collection Fusion for Distributed Image Retrieval,” ACM SIGIRWorkshop on Distributed Information Retrieval, pp.1-10, Toronto, Canada, August 2003.
  80. S. Berretti, J. Callan, S-L. Wu, H. Nottelmann, X.M. Shou. “MIND: Resource Selection and Data Fusion in Multimedia Distributed Digital Libraries,” 26th International ACM SIGIR Conference (ACM SIGIR 2003), demo session, p.465, Toronto, Canada, July 2003.
  81. S. Berretti, A. Del Bimbo, P. Pala. “Merging Results of Distributed Image Libraries,” IEEE International Conference on Multimedia & Expo (ICME’03), vol.3, pp.33-36, Baltimora, USA, July 2003.
  82. S. Berretti, A. Del Bimbo, P. Pala. “Merging Results for Distributed Content Based Image Retrieval,” International Workshop on Multimedia Information Systems (MIS’03), pp.75-84, Ischia, Italy, May 2003.
  83. S. Berretti, A. Del Bimbo, E. Vicario. “Retrieval by Visual Similarity from Archives of Geographic Maps,” Workshop on Spatial Data and Geographic Information Systems (SpaDaGIS’03), Milan, Italy, March 2003.
  84. S. Berretti, A. Del Bimbo, P. Pala. “Multimedia Information Retrieval from Distributed Digital Libraries,” International Workshop on Digital Communication: Advanced Methods for Multimedia Signal Processing(IWDC’02), Capri, Italy, September 2002.
  85. S. Berretti, A. Del Bimbo, P. Pala. “Using Indexing Structures for Resource Descriptors Extraction from Distributed Image Repositories,” IEEE International Conference on Multimedia & Expo (ICME’02), pp.197-200, Losanna, Svizzera, August 2002.
  86. S. Berretti, A. Del Bimbo, P. Pala. “Extraction of Resource Descriptors for Distributed Content Based Image Retrieval,” 16th International Conference on Pattern Recognition (ICPR’02), pp.995-998, Quebec City, Canada, August 2002.
  87. S. Berretti, A. Del Bimbo, P.Pala. “Description and Retrieval of 3D Cellular Structures,” IEEE Interna-tional Conference on Image Processing (ICIP’01), pp.662-665, Thessaloniki, Greece, October 2001.
  88. S. Berretti, A. Del Bimbo, P. Pala. “Content Based Retrieval of 3D Cellular Structures,” IEEE Interna-tional Conference on Multimedia & Expo  (ICME’01), pp.1096-1099, Tokyo, Japan, August 2001.
  89. S. Berretti, A. Del Bimbo, E. Vicario. “The Computational Aspect of Retrieval by Spatial Arrangement,” 15th International Conference on Computer Vision and Pattern Recognition (ICPR’00), pp.1047-1051, Barcelona, Spain, September 2000.
  90. S. Berretti, A. Del Bimbo, E. Vicario. “A Look-Ahead Strategy for Graph Matching in Retrieval by Spatial Arrangement,” IEEE International Conference on Multimedia & Expo (ICME’00), pp.1721-1724, New-York, USA, August 2000.
  91. S. Berretti, A. Del Bimbo, E. Vicario. “Modeling Spatial Relationships between Color Sets,” IEEE International Workshop on Content Based Access of Image and Video Libraries (CBAIVL’00), pp.73-77, Hilton-Head Island, South Carolina, June 2000.
  92. S. Berretti, A. Del Bimbo, E. Vicario. “Managing the Complexity of Match in Retrieval by Spatial Arrangement,” 10th International Conference on Image Analysis and Processing (ICIAP’99), pp.1178- 1183, Venice, Italy, September 1999.
  93. S.Berretti, A.Del Bimbo, P.Pala. “Retrieval by Shape Using Multidimensional Indexing Structures,” 10th International Conference on Image Analysis and Processing (ICIAP’99), pp.945-950, Venice, Italy, September 1999.
  94. S. Berretti, A. Del Bimbo, P. Pala. “Efficient Shape Retrieval by Parts,” 8th International Conferenceon Computer Analysis of Images and Patterns (CAIP’99), pp.57-64, Lubjana, Slovenia, September 1999.
  95. S. Berretti, A. Del Bimbo, P. Pala. “Indexed Retrieval by Shape Appearance,” 7th IEE Conference onImage Processing and its Applications (IPA’99), pp.301-305, Manchester, United Kingdom, July 1999.
  96. S. Berretti, A. Del Bimbo, E. Vicario. “Weighting Spatial Arrangement of Colors in Content Based Image Retrieval,” IEEE International Conference on Multimedia and Computing Systems (ICMCS’99), pp.845-849, Florence, Italy, June 1999.
  97. S. Berretti, A. Del Bimbo, P. Pala. “Sensations and Psychological Effects in Color Image Database,” NATO Advanced Study Institute  (NATO-ASI), Castelvecchio Pascoli, Italy, July 1998.
  98. S. Berretti, A. Del Bimbo, P. Pala. “Sensations and Psychological Effects in Color Image Database,” IEEE International Conference on Image Processing (ICIP’97), pp.560-563, Santa Barbara, California, October 1997.

Dissertations

  1. S.Berretti. “Ricerca di Immagini per Semantica di Colore,” Tesi di Laurea (Master Thesis, in Italian), pp.1-159, April 1997.
  2. S.Berretti. “Colore e Arrangiamento Spaziale nell’Accesso per Similarit`a Visuale a Database di Immag- ini,” Tesi di Dottorato in Ingegneria Informatica e delle telecomunicazioni (Ph.D. Thesis, in Italian), pp.1-153, April 2001.

 

Stefano Berretti

Associate Professor

 

  • : +39 055 2758529
  • DEPARTMENTDepartment of Information Engineering & Media Integration and Communication
    Center University of Florence
  • COUNTRYItaly