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Junyi Ma's Projects

padloc icon padloc

LiDAR-Based Deep Loop Closure Detection and Registration using Panoptic Attention

pam icon pam

[TPAMI 2020] Parallax Attention for Unsupervised Stereo Correspondence Learning

patch-netvlad icon patch-netvlad

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

pointnetvlad icon pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

readme icon readme

README文件语法解读,即Github Flavored Markdown语法介绍

reslam icon reslam

RESLAM: A real-time robust edge-based SLAM system

rl-based-transferable-ems icon rl-based-transferable-ems

Source code for A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles for IV 2022.

scancontext icon scancontext

Global LiDAR descriptor for place recognition and long-term localization

semantic-kitti-api icon semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

seqot icon seqot

[TIE 2022] SeqOT: A Spatial-Temporal Transformer Network for Place Recognition Using Sequential LiDAR Data.

sg_pr icon sg_pr

Implementation of IROS20 paper - "Semantic Graph Based Place Recognition for 3D Point Clouds"

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

voxelization_api icon voxelization_api

Regular voxelization on point clouds to acquire different information of each voxel.

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