Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry
The aim of this study is to evaluate the degradation of the accuracy and quality of the images in relation to the TIFF format and the different compression level of the JPEG format compared to the raw images acquired by UAV platform. Experiments were carried out using DJI Mavic 2 Pro and Hasselblad...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-05-01
|
| Series: | Journal of Imaging |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2313-433X/6/5/30 |
| _version_ | 1797568219827929088 |
|---|---|
| author | Vincenzo Saverio Alfio Domenica Costantino Massimiliano Pepe |
| author_facet | Vincenzo Saverio Alfio Domenica Costantino Massimiliano Pepe |
| author_sort | Vincenzo Saverio Alfio |
| collection | DOAJ |
| description | The aim of this study is to evaluate the degradation of the accuracy and quality of the images in relation to the TIFF format and the different compression level of the JPEG format compared to the raw images acquired by UAV platform. Experiments were carried out using DJI Mavic 2 Pro and Hasselblad L1D-20c camera on three test sites. Post-processing of images was performed using software based on structure from motion and multi-view stereo approaches. The results show a slight influence of image format and compression levels in flat or slightly flat surfaces; in the case of a complex 3D model, instead, the choice of a format became important. Across all tests, processing times were found to also play a key role, especially in point cloud generation. The qualitative and quantitative analysis, carried out on the different orthophotos, allowed to highlight a modest impact in the use of the TIFF format and a strong influence as the JPEG compression level increases. |
| first_indexed | 2024-03-10T19:54:19Z |
| format | Article |
| id | doaj.art-354f0ba2e94e4dd59b256a9e4c84cf34 |
| institution | Directory Open Access Journal |
| issn | 2313-433X |
| language | English |
| last_indexed | 2024-03-10T19:54:19Z |
| publishDate | 2020-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Imaging |
| spelling | doaj.art-354f0ba2e94e4dd59b256a9e4c84cf342023-11-20T00:06:36ZengMDPI AGJournal of Imaging2313-433X2020-05-01653010.3390/jimaging6050030Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV PhotogrammetryVincenzo Saverio Alfio0Domenica Costantino1Massimiliano Pepe2Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Polytechnic of Bari, via E. Orabona 4, 70125 Bari, ItalyDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Polytechnic of Bari, via E. Orabona 4, 70125 Bari, ItalyDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Polytechnic of Bari, via E. Orabona 4, 70125 Bari, ItalyThe aim of this study is to evaluate the degradation of the accuracy and quality of the images in relation to the TIFF format and the different compression level of the JPEG format compared to the raw images acquired by UAV platform. Experiments were carried out using DJI Mavic 2 Pro and Hasselblad L1D-20c camera on three test sites. Post-processing of images was performed using software based on structure from motion and multi-view stereo approaches. The results show a slight influence of image format and compression levels in flat or slightly flat surfaces; in the case of a complex 3D model, instead, the choice of a format became important. Across all tests, processing times were found to also play a key role, especially in point cloud generation. The qualitative and quantitative analysis, carried out on the different orthophotos, allowed to highlight a modest impact in the use of the TIFF format and a strong influence as the JPEG compression level increases.https://www.mdpi.com/2313-433X/6/5/30UAVcompressionpoint cloudphotogrammetryorthophotoSfM software |
| spellingShingle | Vincenzo Saverio Alfio Domenica Costantino Massimiliano Pepe Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry Journal of Imaging UAV compression point cloud photogrammetry orthophoto SfM software |
| title | Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry |
| title_full | Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry |
| title_fullStr | Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry |
| title_full_unstemmed | Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry |
| title_short | Influence of Image TIFF Format and JPEG Compression Level in the Accuracy of the 3D Model and Quality of the Orthophoto in UAV Photogrammetry |
| title_sort | influence of image tiff format and jpeg compression level in the accuracy of the 3d model and quality of the orthophoto in uav photogrammetry |
| topic | UAV compression point cloud photogrammetry orthophoto SfM software |
| url | https://www.mdpi.com/2313-433X/6/5/30 |
| work_keys_str_mv | AT vincenzosaverioalfio influenceofimagetiffformatandjpegcompressionlevelintheaccuracyofthe3dmodelandqualityoftheorthophotoinuavphotogrammetry AT domenicacostantino influenceofimagetiffformatandjpegcompressionlevelintheaccuracyofthe3dmodelandqualityoftheorthophotoinuavphotogrammetry AT massimilianopepe influenceofimagetiffformatandjpegcompressionlevelintheaccuracyofthe3dmodelandqualityoftheorthophotoinuavphotogrammetry |