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Intelligent Robotics and Machine Vision Lab's Projects

3dflow icon 3dflow

Codes for ECCV2022 paper "What matters in supervised 3D scene flow"

3dsf-pl icon 3dsf-pl

3D Scene Flow Estimation on Pseudo-LiDAR: Bridging the Gap on Estimating Point Motion (TII 2022)

3dunmonoflow icon 3dunmonoflow

Codes for ICRA2021 paper "Unsupervised Learning of 3D Scene Flow from Monocular Camera"

anc-lstm-fault-detection icon anc-lstm-fault-detection

Here are the source code, pretrained models and dataset for paper "Soft Manipulator Fault Detection and Identification Using ANC-based LSTM"

asta3dconv icon asta3dconv

Codes for TIM2021 paper "Anchor-Based Spatio-Temporal Attention 3-D Convolutional Networks for Dynamic 3-D Point Cloud Sequences"

bclearning icon bclearning

Codes of TNNLS2022 paper "Learning of Long-Horizon Sparse-Reward Robotic Manipulator Tasks with Base Controllers"

carflow icon carflow

Codes for TIM 2022 paper "Residual 3D Scene Flow Learning with Context-Aware Feature Extraction"

dasgil icon dasgil

Code and pretrained models for our TIP work "DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization".

dataset-soft icon dataset-soft

Dataset for 3D tip force estimation of the cable-driven soft robot

dds-slam icon dds-slam

official code for DDS-SLAM: Dense Semantic Neural SLAM for Deforming Endoscopic Scenes

delflow icon delflow

[ICCV 2023] DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds

detflowtrack icon detflowtrack

Codes for "DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation"

difflow3d icon difflow3d

[CVPR 2024] DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based Refinement

difl-fcl icon difl-fcl

Code and pretrained models for Retrieval-based Localization Based on Domain-invariant Feature Learning under Changing Environments.

disam icon disam

Code and pretrained models for our paper "Domain-invariant Similarity Activation Map Metric Learning for Retrieval-based Long-term Visual Localization"

doplearning icon doplearning

Code for "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry"

dslo icon dslo

Codes for paper "DSLO: Deep Sequence LiDAR Odometry Based on Inconsistent Spatio-temporal Propagation".

halflow icon halflow

Codes for TIP2021 paper "Hierarchical Attention Learning of Scene Flow in 3D Point Clouds"

hranet icon hranet

Codes for TCSVT2022 paper "3D Hierarchical Refinement and Augmentation for Unsupervised Learning of Depth and Pose fromMonocular Video"

i2pnet icon i2pnet

Codes for "End-to-end 2D-3D Registration between Image and LiDAR Point Cloud for Vehicle Localization"

intermot icon intermot

Interactive Multi-scale Fusion of 2D and 3D Features for Multi-object Tracking (TITS 2023)

mpc-vb-3dpose icon mpc-vb-3dpose

IEEE Transactions on Cognitive and Developmental Systems, 2022 paper "Motion Projection Consistency Based 3D Human Pose Estimation with Virtual Bones from Monocular Videos"

nccflow icon nccflow

Codes for T-ITS 2022 paper "Unsupervised Learning of Optical Flow With Non-occlusion from Geometry"

plpe-depth icon plpe-depth

Codes of ICRA2023 paper "Self-supervised Multi-frame Monocular Depth Estimation with Pseudo-LiDAR Pose Enhancement"

plreg3d icon plreg3d

Codes or M2VIP2021 paper "PLReg3D: Learning 3D Local and Global Descriptors Jointly for Global Localization"

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