@article{CTT100898100, author = {Miguel Luis Lagahit and Masashi Matsuoka}, title = {Focal Combo Loss for Improved Road Marking Extraction of Sparse Mobile LiDAR Scanning Point Cloud-Derived Images Using Convolutional Neural Networks}, journal = {Remote Sensing}, year = 2023, } @inproceedings{CTT100921234, author = {Miguel LAGAHIT and Masashi MATSUOKA}, title = {Investigating Loss Functions for Segmenting and Detecting Ships on SAR Imagery}, booktitle = {The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences}, year = 2024, } @inproceedings{CTT100898492, author = {Miguel Luis Lagahit and Masashi MATSUOKA}, title = {Modifying Focal Combo Loss: Investigating the Effects of the Log-Cosh Approach for Road Marking Extraction on Sparse Mobile LiDAR Scanning Point Cloud-Derived Imagery}, booktitle = {Proceedings of International Symposium on Remote Sensing 2023 & UAV-g 2023}, year = 2023, } @inproceedings{CTT100898494, author = {Miguel Luis Lagahit and Zongdian Li and Kei Sakaguchi and Masashi Matsuoka}, title = {Exploring Ground Segmentation From LiDAR Scanning-Derived Images Using Convolutional Neural Networks}, booktitle = {Proceedings of 12th International Symposium on Mobile Mapping Technology (MMT 2023)}, year = 2023, } @inproceedings{CTT100898122, author = {Zongdian Li and Miguel Luis Lagahit and Masashi Matsuoka and Kei Sakaguchi}, title = {Design of Mobility-Aware Map Partition and Distribution System for Smooth Automated Driving}, booktitle = {Proceedings of 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)}, year = 2022, } @inproceedings{CTT100898489, author = {Miguel Luis Lagahit and Masashi MATSUOKA}, title = {Exploring FSCNN + Focal Loss: A Faster Alternative for Road Marking Classification on Mobile LIDAR Sparse Point Cloud Derived Images}, booktitle = {Proceedings of International Geoscience and Remote Sensing Symposium 2022}, year = 2022, } @inproceedings{CTT100872682, author = {Miguel Luis Lagahit and Masashi Matsuoka}, title = {BOOSTING U-NET WITH FOCAL LOSS FOR ROAD MARKING CLASSIFICATION ON SPARSE MOBILE LIDAR POINT CLOUD DERIVED IMAGES}, booktitle = {International Society for Photogrammetry and Remote Sensing (ISPRS) Annals}, year = 2022, } @inproceedings{CTT100898487, author = {Miguel Luis Lagahit and Masashi MATSUOKA}, title = {Improving Classification on Sparse Mobile LiDAR Point Cloud Rerived Images by Merging Results of Multiple Class Dedicated Neural Network Models Trained with Focal Loss}, booktitle = {Proceedings of International Symposium on Remote Sensing 2022}, year = 2022, } @inproceedings{CTT100898488, author = {Miguel Luis Lagahit and Masashi MATSUOKA}, title = {gpkg2lanelet v1.0: A Python-Based Conversion Tool that Converts HD Map Vector Primitives from Geopackage Format to Lanelet2 Format}, booktitle = {Proceedings of International Symposium on Applied Geoinformatics}, year = 2021, }