64 citations · 78 across the 7 of their papers we have counts for
7 papers
PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds
Kerem Mertoğlu, Yusuf Şalk, Server Karahan Sarıkaya +6
Creation of new annotated public datasets is crucial in helping advances in 3D computer vision and machine learning meet their full potential for automatic interpretation of 3D pla…
Local region-learning modules for point cloud classification
Kaya Turgut, Helin Dutagaci
Data organization via forming local regions is an integral part of deep learning networks that process 3D point clouds in a hierarchical manner. At each level, the point cloud is s…
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants
Helin Dutagaci
In this work, the use of t-SNE is proposed to embed 3D point clouds of plants into 2D space for plant characterization. It is demonstrated that t-SNE operates as a practical tool t…
Assigning Apples to Individual Trees in Dense Orchards using 3D Color Point Clouds
Mouad Zine-El-Abidine, Helin Dutagaci, Gilles Galopin +1
We propose a 3D color point cloud processing pipeline to count apples on individual apple trees in trellis structured orchards. Fruit counting at the tree level requires separating…
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods
Kaya Turgut, Helin Dutagaci, Gilles Galopin +1
Segmentation of structural parts of 3D models of plants is an important step for plant phenotyping, especially for monitoring architectural and morphological traits. Current state-…
Benchmarks, Performance Evaluation and Contests for 3D Shape Retrieval
Afzal Godil, Zhouhui Lian, Helin Dutagaci +3
Benchmarking of 3D Shape retrieval allows developers and researchers to compare the strengths of different algorithms on a standard dataset. Here we describe the procedures involve…
View subspaces for indexing and retrieval of 3D models
Helin Dutagaci, Afzal Godil, Bulent Sankur +1
View-based indexing schemes for 3D object retrieval are gaining popularity since they provide good retrieval results. These schemes are coherent with the theory that humans recogni…