% Key papers for Transformer-based multi-view 3D pose (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_through_13650, title = {{Through-Wall Human Pose Estimation Using Radio Signals}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhao_Through-Wall_Human_Pose_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_pifpaf_14643, title = {{PifPaf: Composite Fields for Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_mhformer_19290, title = {{MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_poseformerv2_21899, title = {{PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21491}, } @inproceedings{cvpr2019_dense_14067, title = {{Dense Intrinsic Appearance Flow for Human Pose Transfer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_epipolar_15486, title = {{Epipolar Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_diffpose_20788, title = {{DiffPose: Toward More Reliable 3D Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22746}, } @inproceedings{cvpr2022_graformer_18950, title = {{GraFormer: Graph-Oriented Transformer for 3D Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_lite_19259, title = {{Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_simpoe_17897, title = {{SimPoE: Simulated Character Control for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2018_3d_12774, title = {{3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Marinoiu_3D_Human_Sensing_CVPR_2018_paper.html}, } @inproceedings{cvpr2024_ktpformer_23862, title = {{KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30164}, } @inproceedings{cvpr2020_fusing_15572, title = {{Fusing Wearable IMUs With Multi-View Images for Human Pose Estimation: A Geometric Approach}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_intelligent_17193, title = {{Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_niki_21641, title = {{NIKI: Neural Inverse Kinematics With Invertible Neural Networks for 3D Human Pose and Shape Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23290}, } @inproceedings{aaai2023_pose_4388, title = {{Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25213}, } @inproceedings{cvpr2023_gfpose_21042, title = {{GFPose: Learning 3D Human Pose Prior With Gradient Fields}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22608}, } @inproceedings{cvpr2020_optical_15994, title = {{Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_ray3d_19676, title = {{Ray3D: Ray-Based 3D Human Pose Estimation for Monocular Absolute 3D Localization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_scene_22134, title = {{Scene-Aware Egocentric 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22757}, } @inproceedings{cvpr2024_finepose_23473, title = {{FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29833}, } @inproceedings{aaai2024_disentangled_5712, title = {{Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27847}, } @inproceedings{aaai2025_posemamba_10331, title = {{PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32401}, } @inproceedings{aaai2024_fusionformer_6074, title = {{FusionFormer: A Concise Unified Feature Fusion Transformer for 3D Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27849}, } @inproceedings{cvpr2024_multiple_24232, title = {{Multiple View Geometry Transformers for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31748}, } @inproceedings{cvpr2024_livehps_24014, title = {{LiveHPS: LiDAR-based Scene-level Human Pose and Shape Estimation in Free Environment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30920}, } @inproceedings{cvpr2024_3d_22620, title = {{3D Human Pose Perception from Egocentric Stereo Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31409}, } @inproceedings{aaai2024_lifting_6529, title = {{Lifting by Image – Leveraging Image Cues for Accurate 3D Human Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28596}, } @inproceedings{cvpr2024_freeman_23509, title = {{FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29385}, } @inproceedings{aaai2024_deep_5646, title = {{Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28549}, } @inproceedings{cvpr2025_hipart_26505, title = {{HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33905}, } @inproceedings{cvpr2024_attention_22792, title = {{Attention-Propagation Network for Egocentric Heatmap to 3D Pose Lifting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30122}, } @inproceedings{cvpr2024_cinematic_22965, title = {{Cinematic Behavior Transfer via NeRF-based Differentiable Filming}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31078}, } @inproceedings{aaai2025_pose_10328, title = {{Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33112}, } @inproceedings{cvpr2024_poseirm_24497, title = {{PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29901}, } @inproceedings{cvpr2025_mvdoppler_26891, title = {{MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33124}, } @inproceedings{aaai2024_neighborhood_6756, title = {{Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28545}, } @inproceedings{aaai2025_multi_10037, title = {{Multi-View 3D Human Pose Estimation with Weakly Synchronized Images}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32511}, } @inproceedings{aaai2025_svtformer_10654, title = {{SVTformer: Spatial-View-Temporal Transformer for Multi-View 3D Human Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33101}, }