Milan Cathedral Digitized: A Stone-by-Stone Segmentation Approach Using SAM2

Zhang, Kai; Mea, Chiara; El-Alailyi, Ahmad; Perfetti, Luca; Fiorillo, Fausta; Fassi, Francesco

doi:https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1683-2025

Deep Learning-Based AI-Assisted Visual Inspection Systems for Historic Buildings and their Comparative Performance with ChatGPT-4O

Mayank Mishra, Kai Zhang, Chiara Mea, Luigi Barazzetti, Francesco Fassi, Fausta Fiorillo, and Mattia Previtali

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 327–334, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-327-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-327-2024, 2024

Photogrammetric digitisation of a bronze head – Surveying inside and outside for thickness measurement

Luca Perfetti, Giorgio P. M. Vassena, Francesca Morandini, and Francesco Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 357–364, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-357-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-357-2024, 2024

Cost-effective annotation of fisheye images for object detection

Kai Zhang, Ahmad Elalailyi, Luca Perfetti, and Francesco Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 491–498, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-491-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-491-2024, 2024

PHOTOGRAMMETRIC SURVEY OF NARROW SPACES IN CULTURAL HERITAGE: COMPARISON OF TWO MULTI-CAMERA APPROACHES

N. Bruno, L. Perfetti, F. Fassi, and R. Roncella

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 87–94, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-87-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-87-2024, 2024

V-SLAM-AIDED PHOTOGRAMMETRY TO PROCESS FISHEYE MULTI-CAMERA SYSTEMS SEQUENCES

A. Elalailyi, L. Perfetti, F. Fassi, and F. Remondino

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 189–195, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-189-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-189-2024, 2024

3D SURVEY POINT CLOUD DATA AS DIRECT RENDERING ASSETS FOR VISUALISING COMPLEX HERITAGE IN VIRTUAL APPLICATIONS

Y. Lei, F. Fiorillo, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 279–286, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-279-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-279-2024, 2024

BUILT-IN LENS CORRECTION PROFILES IN LOW-COST CAMERAS: AN ISSUE FOR PHOTOGRAMMETRIC APPLICATIONS?

L. Perfetti, F. Fassi, and G. P. M. Vassena

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 349–356, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-349-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-349-2024, 2024

TOWARDS MASTER DATA MANAGEMENT FOR CULTURAL HERITAGE: THE SACRI MONTI WEB PLATFORM

F. Spettu, S. Parri, P. Quaroni, C. Achille, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 421–428, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-421-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-421-2024, 2024

ACCURATE 3D MODEL OF VENICE: PRESERVING HISTORICAL DATA AND INTRODUCING SLAM IMMS FOR CHANGE DETECTION AND UPDATING PROCEDURES

G. P. M. Vassena, A. Fellin, A. Mainardi, L. Perfetti, L. Cavallari, M. Sgrenzaroli, S. Roggeri, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 453–460, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-453-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-453-2024, 2024

CLASSIFICATION AND OBJECT DETECTION FOR ARCHITECTURAL PATHOLOGY: PRACTICAL TESTS WITH TRAINING SET

K. Zhang, C. Mea, F. Fiorillo, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 477–484, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-477-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-477-2024, 2024

A MULTI-SENSOR APPROACH TO SURVEY COMPLEX ARCHITECTURES SUPPORTED BY MULTI-CAMERA PHOTOGRAMMETRY

L. Perfetti, F. Spettu, C. Achille, F. Fassi, C. Navillod, and C. Cerutti

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1209–1216, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1209-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1209-2023, 2023

PRELIMINARY SURVEY OF HISTORIC BUILDINGS WITH WEARABLE MOBILE MAPPING SYSTEMS AND UAV PHOTOGRAMMETRY

L. Perfetti, G. P. M. Vassena, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1217–1223, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1217-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1217-2023, 2023

WEB PLATFORMS FOR CULTURAL HERITAGE MANAGEMENT: THE PARCO ARCHEOLOGICO DEL COLOSSEO CASE STUDY

F. Spettu, C. Achille, F. Fassi, and I. Della Giovampaola

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1493–1500, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1493-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1493-2023, 2023

DOCUMENTING, UNDERSTANDING, PRESERVING CULTURAL HERITAGE. HUMANITIES AND DIGITAL TECHNOLOGIES FOR SHAPING THE FUTURE: PREFACE

G. Tucci, C. Balletti, V. Bonora, F. Fassi, A. Spanò, E. I. Parisi, M. Previtali, and G. Sammartano

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1–1, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1-2023, 2023

CULTURAL HERITAGE DISSEMINATION: BIM MODELLING AND AR APPLICATION FOR A DIACHRONIC TALE

F. Fiorillo and C. M. Bolognesi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 563–570, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-563-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-563-2023, 2023

DOCUMENTING, UNDERSTANDING, PRESERVING CULTURAL HERITAGE. HUMANITIES AND DIGITAL TECHNOLOGIES FOR SHAPING THE FUTURE: PREFACE

G. Tucci, C. Balletti, V. Bonora, F. Fassi, A. Spanò, E. I. Parisi, M. Previtali, and G. Sammartano

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-M-1-2023, 1–1, https://doi.org/10.5194/isprs-annals-X-M-1-2023-1-2023,https://doi.org/10.5194/isprs-annals-X-M-1-2023-1-2023, 2023

SURVEY OF HISTORICAL GARDENS: MULTI-CAMERA PHOTOGRAMMETRY VS MOBILE LASER SCANNING

L. Perfetti, F. Marotta, F. Fassi, and G. P. M. Vassena

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 387–394, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-387-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-387-2023, 2023

TARGETLESS REGISTRATION METHODS BETWEEN UAV LIDAR AND WEARABLE MMS POINT CLOUDS

L. Perfetti, G. P. M. Vassena, F. Fassi, and M. Sgrenzaroli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 395–402, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-395-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-395-2023, 2023

RAPID AND LOW-COST PHOTOGRAMMETRIC SURVEY OF HAZARDOUS SITES, FROM MEASUREMENTS TO VR DISSEMINATION

L. Perfetti, S. Teruggi, C. Achille, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 207–214, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-207-2022,https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-207-2022, 2022

LIDAR IMMS VS HANDHELD MULTICAMERA SYSTEM: A STRESS-TEST IN A MOUNTAIN TRAILPATH

F. Marotta, L. Perfetti, F. Fassi, C. Achille, and G. P. M. Vassena

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 249–256, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-249-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-249-2022, 2022

PORTABLE MULTI-CAMERA SYSTEM: FROM FAST TUNNEL MAPPING TO SEMI-AUTOMATIC SPACE DECOMPOSITION AND CROSS-SECTION EXTRACTION

L. Perfetti, A. Elalailyi, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 259–266, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-259-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-259-2022, 2022

MIXED REALITY CONTENT ALIGNMENT IN MONUMENTAL ENVIRONMENTS

S. Teruggi and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 901–908, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-901-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-901-2022, 2022

A PROCEDURE TO IMPORT A COMPLEX GEOMETRY MODEL OF A HERITAGE BUILDING INTO BIM FOR ADVANCED ARCHITECTURAL REPRESENTATIONS

E. Acosta, F. Spettu, and F. Fiorillo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 9–16, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-9-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-9-2022, 2022

OPTIMIZED CONFIGURATIONS FOR MICRO-PHOTOGRAMMETRIC SURVEYING ADAPTABLE TO MACRO OPTICS AND DIGITAL MICROSCOPE

S. Antinozzi and F. Fiorillo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 25–32, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-25-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-25-2022, 2022

ACCURACY IMPROVEMENT OF A IMMS IN AN URBAN SCENARIO

F. Marotta, C. Achille, G. Vassena, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 351–358, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-351-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-351-2022, 2022

HANDHELD FISHEYE MULTICAMERA SYSTEM: SURVEYING MEANDERING ARCHITECTONIC SPACES IN OPEN-LOOP MODE – ACCURACY ASSESSMENT

L. Perfetti and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 435–442, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-435-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-435-2022, 2022

HOLOLENS 2 SPATIAL MAPPING CAPABILITIES IN VAST MONUMENTAL HERITAGE ENVIRONMENTS

S. Teruggi and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 489–496, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-489-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-489-2022, 2022

MACHINE LEARNING METHODS FOR UNESCO CHINESE HERITAGE: COMPLEXITY AND COMPARISONS

K. Zhang, S. Teruggi, and F. Fassi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 543–550, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-543-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-543-2022, 2022

DESIGNING REMOTE PLACES IN THE POST-WAR AND PANDEMIC SCENARIOS. SMART SURVEYING OF THE GAHAYR CAMPUS IN MOGADISHU

C. Achille, F. Fassi, A. Mandelli, C. Del Pero, F. Leonforte, and N. Aste

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 1–8, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-1-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-1-2021, 2021

HOLOGRAPHIC VISUALIZATION AND MANAGEMENT OF BIG POINT CLOUD

C. M. Bolognesi, S. Teruggi, and F. Fiorillo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 71–78, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-71-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-71-2021, 2021

LEARNING THROUGH VIRTUAL TOOLS: VISIT A PLACE IN THE PANDEMIC ERA

F. Fiorillo, G. Rizzi, and C. Achille

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 225–232, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-225-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-225-2021, 2021

3D SURVEYING, SEMANTIC ENRICHMENT AND VIRTUAL ACCESS OF LARGE CULTURAL HERITAGE

S. Teruggi, E. Grilli, F. Fassi, and F. Remondino

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-M-1-2021, 155–162, https://doi.org/10.5194/isprs-annals-VIII-M-1-2021-155-2021,https://doi.org/10.5194/isprs-annals-VIII-M-1-2021-155-2021, 2021

Milan Cathedral Digitized: A Stone-by-Stone Segmentation Approach Using SAM2

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