A UAV PHOTOGRAPHIC PATH PLANNING METHOD FOR HIGH-QUALITY RECONSTRUCTION OF CULTURAL HERITAGE

نویسندگان

چکیده

Abstract. The image-based reconstruction method can preserve geometric and textural information with relatively high accuracy, making it a suitable for digitally documenting cultural heritage. However, the quality of reconstructed model largely depends on captured images. Unmanned aerial vehicles (UAVs) equipped camera gimbal offer great convenience image acquisition in 3D reconstruction. ensuring safety, efficiency, full coverage is challenge. To address this, we propose UAV photographic path planning efficient automatic heritage scenes, based which high-quality realized. A priori proxy scene obtained advance utilized to (1) generate initial viewpoints subsequent optimization; (2) SDSM obstacle avoidance, signal analysis, sight occlusion judgment; (3) segment obtain planar regions sample representative points measuring reconstructability optimizing viewpoints. Our enables regular safe final paths heritage, outperforming both commercial software state-of-the-art methods real virtual scenes.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multi-Agent UAV Path Planning

This paper introduces a simulation designed to test real-time path planning done by single and multiple agents. The components of the simulation include a road network, several Uninhabited Aerial Vehicles (UAVs) with electro-optic sensors, a target and an Uninhabited Ground Vehicle (UGV). The target and UGV are located on the road network. Random blockages are placed on the road network, possib...

متن کامل

Diachronic 3d Reconstruction for Lost Cultural Heritage

Cultural Heritage artifacts can often be underestimated for their hidden presence in the landscape. Such problem is particularly large in countries like Italy, where the massive amount of “famous” artifacts tends to neglect other presences unless properly exposed, or when the remains are dramatically damaged leaving very few interpretation clues to the visitor. In such cases a virtual presentat...

متن کامل

Parallel Evolutionary Algorithms for Uav Path Planning

Evolutionary computation (EC) techniques have been successfully applied to compute near-optimal paths for unmanned aerial vehicles (UAVs). Premature convergence prevents evolutionary-based algorithms from reaching global optimal solutions. This often leads to unsatisfactory routes that are suboptimal to optimal path planning problems. To overcome this problem, this paper presents a framework of...

متن کامل

Creating High-Quality Roadmaps for Path Planning

A central problem in robotics is planning a collision-free path for a robot in a static environment with obstacles. Such a path is usually extracted from a roadmap that represents the connectedness of the free space. Contemporary algorithms generally do not give guarantees on the quality of the roadmap, and, hence, the quality of the paths. While techniques exist for optimizing the paths in the...

متن کامل

Three Dimentional Reconstruction of Large Cultural Heritage Objects Based on Uav Video and Tls Data

This paper investigates the synergetic use of unmanned aerial vehicle (UAV) and terrestrial laser scanner (TLS) in 3D reconstruction of cultural heritage objects. Rather than capturing still images, the UAV that equips a consumer digital camera is used to collect dynamic videos to overcome its limited endurance capacity. Then, a set of 3D point-cloud is generated from video image sequences usin...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

سال: 2023

ISSN: ['1682-1777', '1682-1750', '2194-9034']

DOI: https://doi.org/10.5194/isprs-archives-xlviii-1-w1-2023-579-2023