Канал: Michael Black

Cyber Valley Days 2024: A look back. A look forward. A call to action.

Cyber Valley Days 2024: A look back. A look forward. A call to action.

VAREN: Very Accurate and Realistic Equine Network (CVPR 2024, HD)

VAREN: Very Accurate and Realistic Equine Network (CVPR 2024, HD)

VAREN: Very Accurate and Realistic Equine Network (CVPR 2024)

VAREN: Very Accurate and Realistic Equine Network (CVPR 2024)

AMUSE: Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion (CVPR 2024)

AMUSE: Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion (CVPR 2024)

SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes

SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes

[CVPR'24 Highlight] HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects

[CVPR'24 Highlight] HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects

BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion (CVPR 2023)

BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion (CVPR 2023)

3D Human Pose Estimation via Intuitive Physics (CVPR 2023)

3D Human Pose Estimation via Intuitive Physics (CVPR 2023)

Reconstructing Signing Avatars From Video Using Linguistic Priors (CVPR 2023)

Reconstructing Signing Avatars From Video Using Linguistic Priors (CVPR 2023)

TRACE: 5D Temporal Regression of Avatars With Dynamic Cameras in 3D Environments (CVPR 2023)

TRACE: 5D Temporal Regression of Avatars With Dynamic Cameras in 3D Environments (CVPR 2023)

TEMPEH: Instant Multi-View Head Capture through Learnable Registration (CVPR 2023)

TEMPEH: Instant Multi-View Head Capture through Learnable Registration (CVPR 2023)

Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation

Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation

BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information (CVPR 2022)

BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information (CVPR 2022)

MOVER: Human-Aware Object Placement for Visual Environment Reconstruction (CVPR 2022)

MOVER: Human-Aware Object Placement for Visual Environment Reconstruction (CVPR 2022)

Meta-commerce in the Age of Avatars

Meta-commerce in the Age of Avatars

SHAPY: Accurate 3D Body Shape Regression using Semantic Attributes (CVPR 2022)

SHAPY: Accurate 3D Body Shape Regression using Semantic Attributes (CVPR 2022)

GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping (CVPR'22)

GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping (CVPR'22)

EMOCA: Emotion Driven Monocular Face Capture and Animation (CVPR 2022)

EMOCA: Emotion Driven Monocular Face Capture and Animation (CVPR 2022)

OSSO: Obtaining Skeletal Shape from Outside (CVPR 2022)

OSSO: Obtaining Skeletal Shape from Outside (CVPR 2022)

BEV: Monocular Regression of Multiple 3D People in Depth (CVPR 2022)

BEV: Monocular Regression of Multiple 3D People in Depth (CVPR 2022)

Perceiving Systems: 2016-2021

Perceiving Systems: 2016-2021

PIXIE: Collaborative Regression of Expressive Bodies using Moderation (3DV'21)

PIXIE: Collaborative Regression of Expressive Bodies using Moderation (3DV'21)

Virtuelle Tour durch die Capture Hall im Perzeptive Systeme (Deutsch)

Virtuelle Tour durch die Capture Hall im Perzeptive Systeme (Deutsch)

Perceiving Systems' Capture Hall Virtual Tour (English)

Perceiving Systems' Capture Hall Virtual Tour (English)

ROMP: Monocular, One-stage, Regression of Multiple 3D People (ICCV 2021)

ROMP: Monocular, One-stage, Regression of Multiple 3D People (ICCV 2021)

Learning to Regress Bodies using Differentiable Semantic Rendering (ICCV 2021)

Learning to Regress Bodies using Differentiable Semantic Rendering (ICCV 2021)

PARE: Part Attention Regressor for 3D Human Body Estimation (ICCV 2021)

PARE: Part Attention Regressor for 3D Human Body Estimation (ICCV 2021)

SPEC: Seeing People in the Wild with an Estimated Camera (ICCV 2021)

SPEC: Seeing People in the Wild with an Estimated Camera (ICCV 2021)

SOMA: Solving Optical Marker-Based MoCap Automatically (ICCV'2021)

SOMA: Solving Optical Marker-Based MoCap Automatically (ICCV'2021)

DECA: Siggraph 2021 talk (full version)

DECA: Siggraph 2021 talk (full version)

SAMP: Scene-Aware Motion Prediction (ICCV 2021)

SAMP: Scene-Aware Motion Prediction (ICCV 2021)

SCALE (CVPR'21 Talk Version)

SCALE (CVPR'21 Talk Version)

Putting SMPL into Scenes

Putting SMPL into Scenes

SMPL made Simple -- Introduction

SMPL made Simple -- Introduction

SMPL: Frequently Asked Questions

SMPL: Frequently Asked Questions

Problems with SMPL and fixing them with STAR

Problems with SMPL and fixing them with STAR

Visual Imitation with SMPL

Visual Imitation with SMPL

Clothing SMPL

Clothing SMPL

SMPL in Human Health

SMPL in Human Health

SMPL at Meshcapade: Digital Humans made Easy

SMPL at Meshcapade: Digital Humans made Easy

SMPLpix: Combining SMPL and Neural Rendering

SMPLpix: Combining SMPL and Neural Rendering

VIBE: Video Inference for human Body pose and shape Estimation

VIBE: Video Inference for human Body pose and shape Estimation

Robots and SMPL: Combining ROS and Unreal using Julia

Robots and SMPL: Combining ROS and Unreal using Julia

SMPL-X Application Integrations. Using SMPL-X in Blender, Unity and Unreal

SMPL-X Application Integrations. Using SMPL-X in Blender, Unity and Unreal

SMPL in VR and AR

SMPL in VR and AR

Datasets of and for SMPL and related models

Datasets of and for SMPL and related models

SMPL from Images via Optimization

SMPL from Images via Optimization

Regressing SMPL from Images

Regressing SMPL from Images

SMPL in Maya

SMPL in Maya

TUCH: On Self-Contact and Human Pose (CVPR 2021)

TUCH: On Self-Contact and Human Pose (CVPR 2021)

AGORA human pose and shape dataset (CVPR 2021)

AGORA human pose and shape dataset (CVPR 2021)

BABEL: Bodies, Action and Behavior with English Labels (CVPR 2021)

BABEL: Bodies, Action and Behavior with English Labels (CVPR 2021)

SMPL-X Blender Add-On -- Tutorial

SMPL-X Blender Add-On -- Tutorial

SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks (CVPR 2021)

DECA: Learning an Animatable Detailed 3D Face Model from In-the-Wild Images (SIGGRAPH 2021)

DECA: Learning an Animatable Detailed 3D Face Model from In-the-Wild Images (SIGGRAPH 2021)

POSA: Populating 3D Scenes by Learning Human-Scene Interaction (CVPR 2021)

POSA: Populating 3D Scenes by Learning Human-Scene Interaction (CVPR 2021)

SMPLpix: Neural Avatars from 3D Human Models

SMPLpix: Neural Avatars from 3D Human Models

GIF: Generative Interpretable Faces

GIF: Generative Interpretable Faces

Banana phone: GRAB dataset outtakes, ECCV2020

Banana phone: GRAB dataset outtakes, ECCV2020

GRAB: A Dataset of Whole-Body Human Grasping of Objects (short version)

GRAB: A Dataset of Whole-Body Human Grasping of Objects (short version)

GRAB: A Dataset of Whole-Body Human Grasping of Objects (ECCV 2020) -- full length version

GRAB: A Dataset of Whole-Body Human Grasping of Objects (ECCV 2020) -- full length version

STAR: Sparse Trained Articulated Human Body Regressor (ECCV2020) -- short video (60s)

STAR: Sparse Trained Articulated Human Body Regressor (ECCV2020) -- short video (60s)

Monocular Expressive Body Regression through Body-Driven Attention (ECCV 2020) -- long version

Monocular Expressive Body Regression through Body-Driven Attention (ECCV 2020) -- long version

Monocular Expressive Body Regression through Body-Driven Attention -- short, 60 sec version

Monocular Expressive Body Regression through Body-Driven Attention -- short, 60 sec version

Learning to Dress 3D People in Generative Clothing (CVPR 2020)

Learning to Dress 3D People in Generative Clothing (CVPR 2020)

Perceiving Systems talk by Matthias Niessner on Learning Non-rigid Optimization

Perceiving Systems talk by Matthias Niessner on Learning Non-rigid Optimization

From Variational to Deterministic Autoencoders

From Variational to Deterministic Autoencoders

VIBE: Extra Results (CVPR 2020)

VIBE: Extra Results (CVPR 2020)

VIBE: Video Inference for Human Body Pose and Shape Estimation (CVPR 2020)

VIBE: Video Inference for Human Body Pose and Shape Estimation (CVPR 2020)

PROX dataset: 3D people interacting with 3D scenes (ICCV 2019)

PROX dataset: 3D people interacting with 3D scenes (ICCV 2019)

Attacking Optical Flow (ICCV 2019)

Attacking Optical Flow (ICCV 2019)

AMASS Dataset of 3D Human Motions

AMASS Dataset of 3D Human Motions

RingNet: Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

RingNet: Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

Expressive body capture: 3D hands, face, and body from a single image

Expressive body capture: 3D hands, face, and body from a single image

VOCA: Capture, Learning, and Synthesis of 3D Speaking Styles

VOCA: Capture, Learning, and Synthesis of 3D Speaking Styles

Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences

Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences

SMIL: Learning an Infant Body Model from RGB-D Data

SMIL: Learning an Infant Body Model from RGB-D Data

Learning Human Optical Flow (BMVC 2018)

Learning Human Optical Flow (BMVC 2018)

Embodied Hands (SIGGRAPH Asia 2017)

Embodied Hands (SIGGRAPH Asia 2017)

FLAME: Learned face model from 4D scans (SIGGRAPH Asia, 2017)

FLAME: Learned face model from 4D scans (SIGGRAPH Asia, 2017)

Estimating body shape under clothing (CVPR 2017)

Estimating body shape under clothing (CVPR 2017)

ClothCap (SIGGRAPH 2017)

ClothCap (SIGGRAPH 2017)

MR-Flow (CVPR 2017)

MR-Flow (CVPR 2017)

3D Menagerie (CVPR'17)

3D Menagerie (CVPR'17)

Dynamic FAUST Dataset (CVPR'17)

Dynamic FAUST Dataset (CVPR'17)

Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs

Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs

SMPLify: 3D Human Pose and Shape from a Single Image (ECCV 2016)

SMPLify: 3D Human Pose and Shape from a Single Image (ECCV 2016)

SMPLify (ECCV 2016, Supplemental Material)

SMPLify (ECCV 2016, Supplemental Material)

Body Talk: Crowdshaping Realistic 3D Avatars with Words (SIGGRAPH 2016)

Body Talk: Crowdshaping Realistic 3D Avatars with Words (SIGGRAPH 2016)

Semantic Optical Flow (CVPR 2016)

Semantic Optical Flow (CVPR 2016)

SMPL: A Skinned Multi-Person Linear Model (SIGGRAPH Asia 2015)

SMPL: A Skinned Multi-Person Linear Model (SIGGRAPH Asia 2015)

Detailed Body Shape and Pose from RGB-D Sequences (ICCV 2015)

Detailed Body Shape and Pose from RGB-D Sequences (ICCV 2015)

Intrinsic Depth (ICCV 2015)

Intrinsic Depth (ICCV 2015)

FlowCap: 2D Human Pose from Optical Flow (GCPR 2015)

FlowCap: 2D Human Pose from Optical Flow (GCPR 2015)

The Mathematics of Body Shape -- The Secret Lives of Triangles in Hollywood

The Mathematics of Body Shape -- The Secret Lives of Triangles in Hollywood

The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose (CVPR 2015)

The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose (CVPR 2015)

Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction -- CVPR 2015

Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction -- CVPR 2015

Dyna/4Cap -- SIGGRAPH 2015 -- Supplemental material

Dyna/4Cap -- SIGGRAPH 2015 -- Supplemental material

Dyna: A Model of Dynamic Human Shape in Motion (SIGGRAPH 2015)

Dyna: A Model of Dynamic Human Shape in Motion (SIGGRAPH 2015)

MoSh: Motion and Shape Capture from Sparse Markers (SIGGRAPH Asia 2014)

MoSh: Motion and Shape Capture from Sparse Markers (SIGGRAPH Asia 2014)

Optical Flow Estimation with Channel Constancy -- ECCV spotlight

Optical Flow Estimation with Channel Constancy -- ECCV spotlight

Modeling Blurred Video with Layers (ECCV 2014)

Modeling Blurred Video with Layers (ECCV 2014)

Intrinsic Video (ECCV 2014)

Intrinsic Video (ECCV 2014)

Scalable Robust PCA (CVPR 2014 video spotlight)

Scalable Robust PCA (CVPR 2014 video spotlight)

FAUST: Dataset and evaluation for 3D mesh registration (CVPR 2014)

FAUST: Dataset and evaluation for 3D mesh registration (CVPR 2014)

Breathing Life into Shape (SIGGRAPH 2014)

Breathing Life into Shape (SIGGRAPH 2014)

Spemannstrasse 34 Demolition

Spemannstrasse 34 Demolition

Estimating Human Pose with Flowing Puppets (ICCV 2013)

Estimating Human Pose with Flowing Puppets (ICCV 2013)

Scans to Avatars

Scans to Avatars

MPI-Sintel Optical Flow Dataset and Evaluation

MPI-Sintel Optical Flow Dataset and Evaluation

Lie Bodies: A Manifold Representation of 3D Human Shape

Lie Bodies: A Manifold Representation of 3D Human Shape

DRAPE : DRessing Any PErson (SIGGRAPH 2012)

DRAPE : DRessing Any PErson (SIGGRAPH 2012)

Tracking People Interacting with Objects

Tracking People Interacting with Objects

Predicting 3D People from 2D Pictures

Predicting 3D People from 2D Pictures

Home 3D Body Scanning using the Kinect

Home 3D Body Scanning using the Kinect

The naked truth: Estimating body shape under clothing

The naked truth: Estimating body shape under clothing

Detailed human shape and pose from images, CVPR'07

Detailed human shape and pose from images, CVPR'07

Shining a light on human pose: On shadows, shading and the estimation of pose and shape

Shining a light on human pose: On shadows, shading and the estimation of pose and shape

Recognizing facial expressions in image sequences using local parameterized models of image motion

Recognizing facial expressions in image sequences using local parameterized models of image motion

Incremental Segmentation and Tracking Over Long Image Sequences, ECCV 92

Incremental Segmentation and Tracking Over Long Image Sequences, ECCV 92

Explaining Optical Flow Events, CVPR '99

Explaining Optical Flow Events, CVPR '99

The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields

The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields

EigenTracking Robust matching and tracking of articulated objects using a view-based representation

EigenTracking Robust matching and tracking of articulated objects using a view-based representation

Probabilistic detection and tracking of motion boundaries, ICCV '99, IJCV'00

Probabilistic detection and tracking of motion boundaries, ICCV '99, IJCV'00

Robust dynamic motion estimation over time, CVPR '91

Robust dynamic motion estimation over time, CVPR '91

A framework for modeling appearance change in image sequences ICCV '98

A framework for modeling appearance change in image sequences ICCV '98

Estimating Human Shape and Pose From a Single Image

Estimating Human Shape and Pose From a Single Image