3D Absolute Human Pose Estimation
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Benchmarks
Most implemented
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
Papers
Understanding Diffusion Models: A Unified Perspective
Diffusion models have shown incredible capabilities as generative models; indeed, they power the current state-of-the-art models on text-conditioned image generation such as Imagen and DALL-E 2. In this work we review, d…
3D Absolute Human Pose EstimationImage GenerationXMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
We present XMem, a video object segmentation architecture for long videos with unified feature memory stores inspired by the Atkinson-Shiffrin memory model. Prior work on video object segmentation typically only uses one…
2D Human Pose Estimation2D Object Detection3D Absolute Human Pose EstimationSegmentation+4The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation
Nonparametric based methods have recently shown promising results in reconstructing human bodies from monocular images while model-based methods can help correct these estimates and improve prediction. However, estimatin…
3D Absolute Human Pose Estimation3D Human Pose EstimationPredictionOut-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
We consider a new problem of adapting a human mesh reconstruction model to out-of-domain streaming videos, where performance of existing SMPL-based models are significantly affected by the distribution shift represented …
3D Absolute Human Pose Estimation3D Human Pose EstimationBilevel OptimizationEncoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation
3D human shape and pose estimation is the essential task for human motion analysis, which is widely used in many 3D applications. However, existing methods cannot simultaneously capture the relations at multiple levels, …
3D Absolute Human Pose Estimation3D Human Pose EstimationDecoderPose EstimationGraph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos
Despite the recent progress, 3D multi-person pose estimation from monocular videos is still challenging due to the commonly encountered problem of missing information caused by occlusion, partially out-of-frame target pe…
3D Absolute Human Pose Estimation3D Human Pose Estimation3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)+6