Pose Retrieval
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Benchmarks
Human3.6M
MPI-INF-3DHP
Most implemented
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D Scans
Automatically Annotating Indoor Images with CAD Models via RGB-D Scans
View-Invariant Probabilistic Embedding for Human Pose
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
Papers
MonoPartNeRF:Human Reconstruction from Monocular Video via Part-Based Neural Radiance Fields
In recent years, Neural Radiance Fields (NeRF) have achieved remarkable progress in dynamic human reconstruction and rendering. Part-based rendering paradigms, guided by human segmentation, allow for flexible parameter a…
Pose RetrievalAutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs
Composed pose retrieval (CPR) enables users to search for human poses by specifying a reference pose and a transition description, but progress in this field is hindered by the scarcity and inconsistency of annotated pos…
DiversityPose RetrievalRetrievalCAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval
Reconstructing from multi-view images is a longstanding problem in 3D vision, where neural radiance fields (NeRFs) have shown great potential and get realistic rendered images of novel views. Currently, most NeRF methods…
NeRFPose RetrievalRetrievalSitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
Recent advancements in human motion synthesis have focused on specific types of motions, such as human-scene interaction, locomotion or human-human interaction, however, there is a lack of a unified system capable of gen…
Motion GenerationMotion SynthesisPose RetrievalAn Open-Source American Sign Language Fingerspell Recognition and Semantic Pose Retrieval Interface
This paper introduces an open-source interface for American Sign Language fingerspell recognition and semantic pose retrieval, aimed to serve as a stepping stone towards more advanced sign language translation systems. U…
Pose EstimationPose RetrievalRetrievalSign Language TranslationMaFreeI2P: A Matching-Free Image-to-Point Cloud Registration Paradigm with Active Camera Pose Retrieval
Image-to-point cloud registration seeks to estimate their relative camera pose, which remains an open question due to the data modality gaps. The recent matching-based methods tend to tackle this by building 2D-3D corres…
Image to Point Cloud RegistrationPoint Cloud RegistrationPose RetrievalRetrieval