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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Y. Zhang, H. Guo, W. Yin, Z. Zhao, C. Lu, Earthquake-induced building damage
recognition from unmanned aerial vehicle remote sensing using scale-invariant feature
transform characteristics and support vector machine classification, Earthquake
Spectra</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.1016/j.ssci.2021.105158</article-id>
      <title-group>
        <article-title>Documentation and rapid assessment of the health status of historic centers by the use of 360-degree videos and G.I.S.</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Cristina Cantagallo</string-name>
          <email>cristina.cantagallo@unich.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Giorgia Cianchino</string-name>
          <email>giorgia.cianchino@unich.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maria Giovanna Masciotta</string-name>
          <email>g.masciotta@unich.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Donato</string-name>
          <email>donato.palumbo@unich.it</email>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University “G. d'Annunzio” of Chieti-Pescara”, Department of Engineering and Geology</institution>
          ,
          <addr-line>viale Pindaro 42, 65127 Pescara</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>1910</year>
      </pub-date>
      <volume>39</volume>
      <issue>2</issue>
      <fpage>351</fpage>
      <lpage>358</lpage>
      <abstract>
        <p>The present work explores a methodology that makes use of low-cost technologies for generating panoramic videos in historic settings (characterized by very narrow streets) for the rapid identification of buildings that have injuries or damages induced by seismic events. The methodology was tested in the historic center of Popoli Terme (Italy). Importing the videos generated by a 360-degree camera into the Geographic information System (GIS) environment enables surveying and assessing the condition of the buildings with the assistance of a seismic expert. The proposed methodology can also be applied during emergency scenarios where rapid and complete documentation of damaged assets assumes a key role.</p>
      </abstract>
      <kwd-group>
        <kwd>Building engineering</kwd>
        <kwd>360-degree video</kwd>
        <kwd>historic centers</kwd>
        <kwd>building health status 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        In recent times, there has been an increasing interest in the application of 360-degree
panoramic visualizations in various fields. This can be attributed to their cost-effectiveness,
enhanced realism and elevated level of immersion [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The 360-degree video, also known
as immersive video or spherical video, is a technology that captures a complete view of a
scene at the same time. It allows viewers to virtually explore their surroundings by panning
around the entire environment. A 360-degree camera could feature a lens positioned on the
top to capture a complete view of its surroundings. Alternatively, some 360-degree cameras
are equipped with lenses on two sides to capture a panoramic view from top to bottom and
∗ Corresponding author.
† These authors contributed equally.
      </p>
      <p>0000-0001-5263-6658 (C. Cantagallo); 0000-0003-2364-3490 (M. G. Masciotta); 0000-0003-2508-5066 (M.
Pepe); 0000-0002-8304-7028 (E. Spacone)</p>
      <p>
        © 2024 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
left to right, which are later stitched together to create a seamless image [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Building
knowledge and its subsequent analysis [
        <xref ref-type="bibr" rid="ref3 ref4">3-4</xref>
        ], especially in post-earthquake contexts, have
taken on an increasingly important role; the difficulty of access and the slowness of data
processing have led to the development of systems capable of producing information that
is as rapid and precise as possible [
        <xref ref-type="bibr" rid="ref5 ref6 ref7 ref8">5-8</xref>
        ]. Croce et al. [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] acquired videos recorded in the
historic center of Castelluccio di Norcia, one of the municipalities affected by seismic events
occurred in Central Italy in 2016; the authors produced 3D models of the village that allow
for the comparison between the configurations of Castelluccio pre and post the seismic
event of the 30 October 2016. Zhang et al. [10] highlighted the crucial role of extracting
postearthquake building damage information for loss assessment; to address this challenge,
they proposed a novel approach using low-altitude remote sensing via unmanned aerial
vehicles (UAVs). Their method leverages a combination of ultramicro oblique UAV imagery
and infrared thermal imaging technology to achieve automatic detection of structural
damage in external walls. The method incorporates four key components: (1) 3D live-action
modeling and analysis of building structures using ultramicro oblique images, (2) extraction
of damage information from buildings, (3) detection of cracks in walls using infrared
thermal imaging, and (4) integration of these detection systems for comprehensive data
gathering on earthquake-damaged buildings. Cataldo et al. [11] explore the potential of a
low-cost, advanced video-based technique for the assessment of structural damage due to
seismic events, utilizing a low-cost, high-speed video camera for the motion magnification
processing of footage of a two-story reinforced-concrete frame building subjected to
shaking table tests. Feng et al. [12] emphasize the importance of 360-degree videos not only
as instruments to create evacuation scenarios using Virtual Realities (VR) experiments. The
360-degree cameras were used for capturing an aerial view of the overall movement of the
students, with the aim of evaluating their behavior and reproducing it in the simulation. The
importance of the 360-degree video in the documentation of historic centers and Cultural
Heritage (CH) sites was addressed by Alsadik [13]; in this latter paper, the author describes
the documentation of three Iraqi historical sites using crowdsource drone videos. In this
direction, Pepe at al. [14] realize not only a documentation but also a 3D reconstruction of
a historical site. The described literature studies lack the definition of a systematic
workflow for the full exploitation of 360-degree videos for the identification of the health
status of CH buildings and historic centers. Therefore, this paper tries to overcome this
limitation by exploring the potential of the spherical video for the documentation and rapid
assessment of the state of conservation of age-old buildings. The study is part of the
research project GENESIS “Seismic risk management for the touristic valorisation of the
historical centres of Southern Italy”, financed by the Italian Ministry of Education,
University and Research (MIUR). The article is structured as follows: Section 2 provides an
overview of the significance of 360-degree videos for historic city centers; Section 3 outlines
the methods and tools employed, including video acquisition and integration with GIS
software; Section 4 details the case study of Popoli Terme, describing the data collection
and analysis processes; finally, Section 5 discusses the evaluation of building health status,
highlighting key findings and limitations, and Section 6 concludes with potential
applications and future research directions.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. 360-degree Videos for Historic City Centers</title>
      <p>The CH and historic city centers of Italy hold immense importance, both nationally and
globally. These sites are not only treasures of architectural and artistic excellence but also
repositories of the rich history and diverse cultural traditions that have shaped Italian
identity over centuries. They attract millions of tourists each year, significantly contributing
to the country's economy. Preserving these cultural assets ensures that future generations
can continue to learn from and appreciate Italy's historical legacy. The knowledge process
of built CH, given its extent and heterogeneity, has become a major challenge for researchers
in recent years. These important topics are the focus of the GENESIS project (Figure 1),
whose goal is to create a dynamic and interdisciplinary platform for the management of
seismic risk that can be updated over time and space. The data collected are obtained from
multi-scale surveys (depending on the level of detail to be achieved) of several case-study
historic centers. Different types of surveys are carried out, ranging from historical,
instrumental and monitoring systems. The collected data enable the evaluation of the
seismic vulnerability and risk of historic centers, as well as the effectiveness of viable
retrofitting strategies. This aims to provide a territorial assessment of the health status and
enhance tourism in the historic areas.</p>
      <p>Using new technologies to enhance or acquire the knowledge level of buildings at various
scales is becoming increasingly important. The “Genesis approach” leverages these
technologies not only in the tourism sector [15-17] but in the buildings assessment [18-19].</p>
      <p>The technology of 360-degree videos can be extremely useful for enhancing and
supporting inspections and optimizing maintenance planning in urban areas, particularly
from a seismic and structural perspective. These videos provide an immersive view of the
environment, enabling experts to conduct comprehensive remote analyses without being
physically present, which is particularly valuable in emergencies or for hard-to-reach
buildings. The detailed documentation captured by these videos is crucial for identifying
building damage, such as crack patterns, and can be archived as future comparison to
monitor the evolution of structural issues over time. Additionally, these tools can detect
moisture in structures, enabling early diagnosis of problems like water infiltration or leaks.
In historic centers, 360-degree videos facilitate more efficient maintenance planning by
allowing personnel to assess current building conditions and prioritize areas for
intervention, thus optimizing resources and work times.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Methods and tools</title>
      <p>A comprehensive understanding of building structures for structural and seismic analysis
can be efficiently supported by integrating 360-degree videos with Geographic Information
System (GIS) software. Considering this, the proposed method includes the following steps:
1. Implementation of a system to generate videos;
2. Selection of the case-study;
3. Acquisition of videos;
4. Importing videos into GIS software and reconstruction of acquired pathways;
5. Characterization of the built environment;
6. Evaluation of the building health status.</p>
      <p>The first step involves setting up the system with a camera capable of capturing 360-degree
video. To acquire information at different heights and floors, the camera can be mounted on
a pole or Unmanned Aerial Vehicle (UAV). The system may include specialized software or
hardware that controls the camera's orientation and ensures it records a complete spherical
view at a predefined altitude. Before the acquisition stage, it is necessary to set the camera
resolution, i.e., the number of pixels that make up the video image, expressed as the width
and height of the video in pixels. In general, higher video resolution means a sharper and
more detailed image, but higher resolution video files also require more storage space and
bandwidth for playback. Some common video resolutions are:
•
•
•
•
•
•</p>
      <p>SD (Standard Definition): 480p (720x480);
HD (High Definition): 720p (1280x720), 1080p (1920x1080);
Full HD (FHD): 1080p (1920x1080);
2K: 1440p (2560x1440);
4K (Ultra HD): 2160p (3840x2160);
8K (Ultra HD): 4320p (7680x4320).</p>
      <p>Once the videos are captured, they can be managed in the appropriate format (frame rate,
bitrate, codec) to be imported into GIS software. In this environment, users can integrate
the immersive 360-degree experience with other geospatial data layers, such as maps,
terrain models, or infrastructure information. Finally, the videos are used to acquire
information on material type, structural damage, structural type, and number of floors,
supporting a rapid vulnerability assessment. This information is useful for planning
consolidation interventions and resource allocation.</p>
      <sec id="sec-3-1">
        <title>3.1. Implementation of a system to generate videos</title>
        <p>The video dataset was successfully acquired using the Ricoh Theta Z1 sensor. This sensor
captures images at a resolution of 23 MP (6720 × 3360 pixels) with a high-performance and
accurate image-stitching algorithm (Figure 2a). For video recording, it can record at a
resolution of 4K (3840 × 1920 pixels) at 29.97 fps [20]. To acquire information in the
historic center at a suitable height and obtain data on the upper parts of buildings, the
sensor was mounted on a pole, as shown in Figure 2b. This setup allowed videos to be
acquired at a height of 3.5 meters. The two cameras with fisheye lenses enable the capture
of two single images (Figure 2c).</p>
        <p>(a)
(b)
(c)</p>
        <p>Before the acquisition phase, the video resolution to be adopted must be selected. The Ricoh
Theta Z1 primarily supports two resolutions for 360-degree video: 4K (3840 x 1920) at 30
fps and 2K (1920 x 960) at 30 fps. Therefore, it was essential to make a judicious choice that
balances video quality and memory space. Videos in 4K deliver exceptionally high quality,
ideal for viewing on VR devices and large screens. However, these files are considerably
larger and consume more memory space. On the other hand, 2K videos offer decent quality,
adequate for most web applications and medium-sized screens, with considerably smaller
file sizes. Table 1 summarizes the file sizes generated by the Ricoh Theta Z1 sensor at each
allowable resolution. Taking into consideration the characteristics of the camera and the
ability to capture as much information as possible in a single work session, several tests
were conducted to evaluate the differences between the two resolutions. After reviewing
the outcomes, the 2K format was selected based on the results obtained.</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Case study</title>
        <p>Popoli Terme, a small town of approximately 4,700 inhabitants in Italy's Abruzzi region,
is a significant testament to Italian cultural heritage. Selected as a pilot case study due to its
historical significance and strategic geographical position, the town is located in a
seismically active area intersected by a major fault system. This was highlighted in 2009
when an earthquake in nearby L'Aquila (AQ) caused substantial damage to Popoli Terme,
underscoring the need for comprehensive seismic risk assessment.</p>
        <p>The study focuses on the historic center, comprising around 500 buildings from the 13th
and 14th centuries. This area provides an exceptional opportunity to study medieval urban
planning, construction techniques, and the resilience of historical structures to seismic
events. While virtual tours like Google Street View (GSV) offer immersive navigation, they
face limitations in historic centers with narrow, winding streets and stepped pathways.
Consequently, GSV's coverage in Popoli Terme is incomplete, missing the intricate network
of alleys and hidden corners. To address the limitations of conventional mapping methods,
a novel approach was employed. A two-day inspection using 360-degree video technology
was conducted to comprehensively map all streets within the historic center. This method
provided a more thorough and complete survey of the road system. A comparative analysis,
shown in Figure 3, highlights the improved completeness of the survey achieved with
360degree video mapping compared to GSV. This innovative approach provides a
comprehensive visual record of the town and valuable data for urban planners,
conservationists, and emergency responders. It is essential for assessing building
conditions, identifying hazards, and planning conservation efforts. Additionally, it offers
critical support for emergency response and damage assessment in the event of future
seismic activity [12].</p>
        <p>(a)
(b)</p>
      </sec>
      <sec id="sec-3-3">
        <title>3.3. Acquisition of videos</title>
        <p>The generation of the videos can be carried out using suitable apps developed by Ricoh, one
for acquisition and another for post-processing. In particular, the data was acquired using
the RICOH THETA App, which is compatible with both iOS and Android devices. The videos
were subsequently imported into RICOH THETA Stitcher, a desktop application specifically
designed for stitching and processing 360-degree images captured by THETA cameras
(available for both Windows and Mac operating systems). In this environment, high-quality,
seamless 360-degree images can be produced with minimal distortion and artifacts.
Additionally, the stitched images can be refined using advanced editing tools to adjust
exposure, white balance, and color correction.</p>
      </sec>
      <sec id="sec-3-4">
        <title>3.4. Importing videos into GIS software and reconstruction of acquired pathways</title>
        <p>Video management requires the contextualization of locations. To achieve this, a shapefile
that reconstructs the areas and their attributes (such as the date of acquisition and the link
to the 360-degree video) needs to be created. This allows users to easily geolocate the
videos. For the specific case study, ArcMap software, part of Esri's ArcGIS suite, was used
[21]. Figure 4 shows a screenshot illustrating several paths captured by the operator using
the 360-degree camera, along with the attributes of the shapefile of the type “polyline”.
Additionally, to enhance the graphical interpretation of paths, a point-type shapefile
marking the beginning of each path was introduced. This file, utilizing a spatial join tool,
includes a field labeled with the path's name. This feature simplifies and streamlines
interaction with the paths in the historic center.</p>
      </sec>
      <sec id="sec-3-5">
        <title>3.5. Characterization of the built environment</title>
        <p>The 360-degree camera inspections allowed for a quick and preliminary analysis of the
buildings in the historic center of Popoli Terme. These analyses are an important starting
point for studying the historic center because they serve two main purposes: 1) To study
the urban environment of the historic center as a whole; 2) To examine the geometric and
constructive features of each building individually. After a preliminary mapping of all
buildings in the historic center, the urban environment, including the road network, street
widths, and slopes, was defined based on the surveyed routes. This information is crucial
for planning evacuation strategies during seismic events, as it helps identify the safest and
quickest routes. 360-degree videos have revealed the height and structural material of each
building in the historic center as well as the masonry type in the presence of unplastered
walls (Figure 5). Specifically, most of the buildings range from 3-4 stories high
(approximately 8-11 meters, Figure 5a) and are made of masonry (95%). This finding is
somewhat predictable given the age of the area analyzed. Only a small portion of the
buildings (5%) are made of reinforced concrete, resulting from renovations carried out in
the 1980s (Figure 5b).</p>
        <p>(a)
(b)</p>
      </sec>
      <sec id="sec-3-6">
        <title>3.6. Evaluation of the building health status</title>
        <p>The use of 360-degree video technology allows for a comprehensive evaluation of
structures, focusing on three critical aspects: conservation status, moisture issues, and
crack patterns. By capturing panoramic imagery, experts can remotely assess the condition
of facades and architectural details. This technology enables a thorough examination of
surface degradation and material weathering, without the need for physical access to every
part of the building. The ability to zoom in on specific areas and view them from multiple
angles enhances the accuracy of condition assessments. The choice of video resolution is
critical for the ability to detect fine structural details such as cracks. The use of 2K format,
while beneficial for data management and storage, can represent a significant limitation in
detecting very fine cracks. The 2K resolution provides adequate definition for most
applications but may not be sufficient to identify cracks smaller than a few millimeters wide,
especially under unfavorable lighting conditions. Additionally, the distance between the
camera and the object under analysis plays a crucial role: greater distances can further
reduce the ability to detect minor details. Therefore, it is essential to integrate video data
with physical inspections or other high-resolution imaging techniques to achieve a more
accurate assessment of structural condition. In the case study of Popoli Terme, the
northeastern part of the historic center appears more degraded in terms of maintenance
compared to other areas. As shown in Figure 6, the alleys present staircases with missing
parts and significant moisture issues (Figure 6a). This area of the historic center suffered
the most damage in the 2009 earthquake. Many buildings here were deemed unusable, with
collapses and widespread damage evident (Figure 6b). The lack of maintenance is reflected
in the near-total absence of local interventions or improvements over the years.
(a)
(b)</p>
        <p>All these data are of fundamental importance for the rapid vulnerability analyses that are
generally used in literature when working on a territorial scale, including in historic centers.
From the parameters and characteristics extrapolated with these technologies, critical
issues and potentials of the analyzed areas are identified, obtaining results in terms of
vulnerability [22].</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions</title>
      <p>This study explored a methodology based on low-cost technologies to generate 360-degree
videos in historic centers characterized by very narrow streets in order to detect buildings
with damage or seismic-induced failure mechanisms. The methodology was tested in the
historic center of Popoli Terme (PE, Italy). By importing the videos generated by the Ricoh
Theta camera into the Geographic Information System (G.I.S.) environment, and thanks to
the help of a seismic expert, it was possible to document the conditions of all the buildings
located within the historic area in a rapid and efficient way.</p>
      <p>The main outcomes of this study are summarized hereafter:
•
•
•
•
•</p>
      <p>The proposed method makes it possible to guide stakeholders towards optimal
resource planning and promises to enhance urban resilience while respecting the
town's historic character. This approach exemplifies a modern, data-driven strategy
for urban planning and disaster preparedness in historic towns.</p>
      <p>The comprehensive data collected through the surveys carried out on the historic
center of Popoli Terme (PE) will be integrated into the GENESIS platform. By
centralizing diverse information about buildings, infrastructure, and urban layout,
the GENESIS platform enables a holistic understanding of the town's weaknesses
and strengths. This integrated assessment is particularly vital for Popoli Terme (PE),
a town characterized by a high seismic hazard.</p>
      <p>The 360-degree video technology supports the seismic vulnerability analysis of the
urban centers, enabling (a) critical decisions on building retrofits, (b) emergency
planning and (c) resource allocation, balancing preservation needs with safety
imperatives. This method not only aids in protecting Popoli Terme's residents and
CH but also sets a replicable model for other historic towns facing similar challenges.
This methodology is applicable in emergency scenarios, where rapid and
comprehensive documentation of damaged assets assumes a crucial role.
UAVmounted 360-degree video is a solution for reaching and documenting
hard-toaccess locations for a rapid evaluation of the conditions of buildings.
360-degree videos offer many benefits, including the ability to be remotely accessed
by drones that can fly over areas that are remote or dangerous due to structural
damages or residual hazards. These videos provide a comprehensive panoramic
view of the environment and buildings, allowing for detailed and accurate
assessments of conditions after emergencies. Furthermore, drones' capability to
monitor an area continuously over time enables early detection of changes in
building conditions or the environment. This approach not only provides real-time
information to field operators, supporting rapid and informed decisions during
rescue and recovery operations, but also reduces the risk to involved personnel by
avoiding exposures to physical or environmental hazards.</p>
      <p>Future research should focus on using AI-based algorithms to detect building damage from
360-degree videos. The integration of ground platforms or drones equipped with
360degree video cameras and AI can identify issues like cracks and corrosion early, facilitating
timely maintenance. However, challenges such as ensuring sufficient video resolution,
managing lighting variability, and training AI models on large, diverse datasets also need to
be addressed.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgements</title>
      <p>The study presented in this article was funded by the Project GENESIS: Seismic risk
management for the touristic valorisation of the historical centres of Southern Italy. PON
MIUR “Research and Innovation” 2014 - 2020 and FSC. D.D. 13/07/2017 n. 1735. Project
Code ARS01_00883. The opinions and conclusions presented by the authors do not
necessarily reflect those of the funding agency.</p>
    </sec>
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