Point Cloud Based Scene Flow

Media Summary: This video is the masterclass from Fangqiang Ding for ASR cohort 2021 masterclass coursework. Recently, several frameworks for self-supervised learning of 3D Authors: Deng, David*; Zakhor, Avideh Description: We present a method for optimizing object-level rigid 3D

Point Cloud Based Scene Flow - Detailed Analysis & Overview

This video is the masterclass from Fangqiang Ding for ASR cohort 2021 masterclass coursework. Recently, several frameworks for self-supervised learning of 3D Authors: Deng, David*; Zakhor, Avideh Description: We present a method for optimizing object-level rigid 3D This is the official presentation video of the paper "milliFlow: [ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior

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Point Cloud-Based Scene Flow Estimation (Masterclass)

Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation (CVPR 2025 Talk)

OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

RSF: Optimizing Rigid Scene Flow From 3D Point Clouds Without Labels

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

[ECCV 2024] milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

PointFlowNet: Learning Representations for Rigid Motion Estimation from Point Clouds

Temporal Point Cloud Fusion With Scene Flow for Robust 3D Object Tracking

[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation

Creating in Flow | How to use Google’s new AI Filmmaking Tool

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Point Cloud-Based Scene Flow Estimation (Masterclass)

Point Cloud-Based Scene Flow Estimation (Masterclass)

This video is the masterclass from Fangqiang Ding for ASR cohort 2021 masterclass coursework.

Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation (CVPR 2025 Talk)

Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation (CVPR 2025 Talk)

You can find the paper here: https://arxiv.org/pdf/2503.04718.

OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision

OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision

Despite the advantages of learning-

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

Recently, several frameworks for self-supervised learning of 3D

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

Recently, several frameworks for self-supervised learning of 3D

RSF: Optimizing Rigid Scene Flow From 3D Point Clouds Without Labels

RSF: Optimizing Rigid Scene Flow From 3D Point Clouds Without Labels

Authors: Deng, David*; Zakhor, Avideh Description: We present a method for optimizing object-level rigid 3D

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

[CVPR 2021] PV-RAFT:

[ECCV 2024] milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

[ECCV 2024] milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

This is the official presentation video of the paper "milliFlow:

PointFlowNet: Learning Representations for Rigid Motion Estimation from Point Clouds

PointFlowNet: Learning Representations for Rigid Motion Estimation from Point Clouds

Despite significant progress in image-

Temporal Point Cloud Fusion With Scene Flow for Robust 3D Object Tracking

Temporal Point Cloud Fusion With Scene Flow for Robust 3D Object Tracking

Temporal

[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation

[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation

[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation

Creating in Flow | How to use Google’s new AI Filmmaking Tool

Creating in Flow | How to use Google’s new AI Filmmaking Tool

Built with and for creatives,

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior