jtpils's repositories
lidar-bonnetal-1
squeezeseg, squeezesegV2, DarkNet for SemanticKITTI and SemanticPOSS
3D_building_reconstruction
MSc Computer Science project. Automatically enhance CityGML LOD2 buildings with facade details, by using a panoramic image sequence and building footprint data. NOTE: Amsterdam Panorama API is currently offline.
3DPlan
The 3DPlan algorithm was developed during my diploma thesis, entitled "Automated detection of edges in point clouds using semantic information", at the School of Rural and Surveying Engineering of the National Technical University of Athens, which is available at ThodorisBetsas_DiplomaThesis. At first, the 3DPlan algorithm enriches the given images with a new channel including the edge semantic information. Thus the three-channel images (RGB) are transformed into four-channel (RGBL). Afterwards, the four-channel images are inserted into an SfM-MVS software to produce initially a sparse and finally, a dense point cloud which is enriched with the edge semantic information.
BoundaryAwareGEM
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds (AAAI2021)
dcm-net
This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.
DeepDT
Code4DeepDT
earth-reverse-engineering
Reversing Google's 3D satellite mode
holicity
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures
IndividualTreeExtraction
Individual Tree Extraction from Urban Mobile Laser Scanning Point Clouds Using Deep Pointwise Direction Embedding
JS3C-Net
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)
LeafSurfaceReconstruction
A Robust Leaf Surface Reconstruction Method for 3D Plant Phenotyping
MeshCompletion
Structure-aware completion of images in urban road environment.
MS_RRFSegNet
MS-RRFSegNet: Multi-Scale Regional Relation Feature Segmentation Network for Semantic Segmentation of Urban Scene Point Clouds
MS_RRFSegNet-1
MS-RRFSegNet: Multi-Scale Regional Relation Feature Segmentation Network for Semantic Segmentation of Urban Scene Point Clouds
Multi-granularity-Semantic-Labeling-with-Structure-Modeling-TIM
Multi-granularity Semantic Labeling of Point Clouds for the Measurement of the Rail Tanker Component with Structure Modeling（IEEE TIM）
Open3D-ML
An extension of Open3D to address 3D Machine Learning tasks
point_cloud_scene_completion
Point Cloud Scene Completion of Obstructed Building Facades with Generative Adversarial Inpainting
Point_Cloud_Segmentation-2
Point Cloud Segmentation of Lidar Point Cloud Data
pt2pc
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
sane
SAnE: Smart annotation and evaluation tool for point cloud data
SceneEncoder
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor (IJCAI 2020)
softpool
Point cloud completion with soft-pool operation
TF2DeepFloorplan
A Tensorflow2 implementation of Deep Floor Plan Recognition using a Multi-task Network with Room-boundary-Guided Attention paper