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3D Object Recognition

3D object recognition is the task of recognising objects from 3D data.

Note that there are related tasks you can look at, such as 3D Object Detection which have more leaderboards.

(Image credit: Look Further to Recognize Better)

Papers

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Showing 11–20 of 97 papers

TitleStatusHype
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial ModelingCode0
Multi-level 3D CNN for Learning Multi-scale Spatial FeaturesCode0
Learning and Visualizing Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled HolesCode0
Lifelong 3D Object Recognition and Grasp Synthesis Using Dual Memory Recurrent Self-Organization NetworksCode0
Enhancing Fine-Grained 3D Object Recognition using Hybrid Multi-Modal Vision Transformer-CNN ModelsCode0
Dominant Set Clustering and Pooling for Multi-View 3D Object RecognitionCode0
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable NetworksCode0
FPNN: Field Probing Neural Networks for 3D DataCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled DataCode0
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