Peng Yin

Peng Yin

Carnegie Mellon University

H-index: 12

North America-United States

About Peng Yin

Peng Yin, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Place Recognition, Multi-Agent SLAM, Lifelong Perception, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

360fusionnerf: Panoramic neural radiance fields with joint guidance

Automerge: A framework for map assembling and smoothing in city-scale environments

isimloc: Visual global localization for previously unseen environments with simulated images

Alto: A large-scale dataset for UAV visual place recognition and localization

Adafusion: Visual-lidar fusion with adaptive weights for place recognition

ALITA: A large-scale incremental dataset for long-term autonomy

MUI-TARE: Multi-Agent Cooperative Exploration with Unknown Initial Position

Advancing self-supervised monocular depth learning with sparse lidar

Peng Yin Information

University

Position

PostDoc Robotics Institute

Citations(all)

553

Citations(since 2020)

535

Cited By

92

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Peng Yin Skills & Research Interests

Place Recognition

Multi-Agent SLAM

Lifelong Perception

Reinforcement Learning

Top articles of Peng Yin

Title

Journal

Author(s)

Publication Date

360fusionnerf: Panoramic neural radiance fields with joint guidance

Shreyas Kulkarni

Peng Yin

Sebastian Scherer

2023/10/1

Automerge: A framework for map assembling and smoothing in city-scale environments

IEEE Transactions on Robotics

Peng Yin

Shiqi Zhao

Haowen Lai

Ruohai Ge

Ji Zhang

...

2023/8/2

isimloc: Visual global localization for previously unseen environments with simulated images

IEEE Transactions on Robotics

Peng Yin

Ivan Cisneros

Shiqi Zhao

Ji Zhang

Howie Choset

...

2023/2/2

Alto: A large-scale dataset for UAV visual place recognition and localization

arXiv preprint arXiv:2207.12317

Ivan Cisneros

Peng Yin

Ji Zhang

Howie Choset

Sebastian Scherer

2022/7/19

Adafusion: Visual-lidar fusion with adaptive weights for place recognition

IEEE Robotics and Automation Letters

Haowen Lai

Peng Yin

Sebastian Scherer

2022/9/29

ALITA: A large-scale incremental dataset for long-term autonomy

arXiv preprint arXiv:2205.10737

Peng Yin

Shiqi Zhao

Ruohai Ge

Ivan Cisneros

Ruijie Fu

...

2022/5/22

MUI-TARE: Multi-Agent Cooperative Exploration with Unknown Initial Position

arXiv preprint arXiv:2209.10775

Jingtian Yan

Xingqiao Lin

Zhongqiang Ren

Shiqi Zhao

Jieqiong Yu

...

2022/9/22

Advancing self-supervised monocular depth learning with sparse lidar

Ziyue Feng

Longlong Jing

Peng Yin

Yingli Tian

Bing Li

2022/1/11

General place recognition survey: Towards the real-world autonomy age

arXiv preprint arXiv:2209.04497

Peng Yin

Shiqi Zhao

Ivan Cisneros

Abulikemu Abuduweili

Guoquan Huang

...

2022/9/9

BioSLAM: A Bio-inspired Lifelong Memory System for General Place Recognition

IEEE Transactions on Robotics

Peng Yin

Abulikemu Abuduweili

Shiqi Zhao

Changliu Liu

Sebastian Scherer

2022/8/30

Modeling and prediction of user stability and comfortability on autonomous wheelchairs with 3-D mapping

IEEE Transactions on Human-Machine Systems

Haitao Luo

Zongming Yang

Peng Yin

Johnell O Brooks

Bing Li

2022/8/22

Spherevlad++: Attention-based and signal-enhanced viewpoint invariant descriptor

IEEE Robotics and Automation Letters

Shiqi Zhao

Peng Yin

Ge Yi

Sebastian Scherer

2022/11/21

3d segmentation learning from sparse annotations and hierarchical descriptors

IEEE Robotics and Automation Letters

Peng Yin

Lingyun Xu

Jianmin Ji

Sebastian Scherer

Howie Choset

2021/6/14

Fusionvlad: A multi-view deep fusion networks for viewpoint-free 3d place recognition

IEEE Robotics and Automation Letters

Peng Yin

Lingyun Xu

Ji Zhang

Howie Choset

2021/2/23

Fast sequence-matching enhanced viewpoint-invariant 3-D place recognition

IEEE Transactions on Industrial Electronics

Peng Yin

Fuying Wang

Anton Egorov

Jiafan Hou

Zhenzhong Jia

...

2021/2/9

PSE-Match: A Viewpoint-free Place Recognition Method with Parallel Semantic Embedding

IEEE Transactions on Intelligent Transportation Systems

Peng Yin

Lingyun Xu

Anton Egorov

Bing Li

2021/8

i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions

Peng Yin

Lingyun Xu

Ji Zhang

Choset Howie

Sebastian Scherer

2021/7

End-to-end 3D point cloud learning for registration task using virtual correspondences

Huanshu Wei

Zhijian Qiao

Zhe Liu

Chuanzhe Suo

Peng Yin

...

2020/10/24

SeqSphereVLAD: Sequence Matching Enhanced Orientation-invariant Place Recognition

Peng Yin

Fuying Wang

Anton Egorov

Jiafan Hou

Ji Zhang

...

2020

See List of Professors in Peng Yin University(Carnegie Mellon University)

Co-Authors

H-index: 78
Howie Choset

Howie Choset

Carnegie Mellon University

H-index: 48
Sebastian Scherer

Sebastian Scherer

Carnegie Mellon University

H-index: 26
Changliu Liu

Changliu Liu

Carnegie Mellon University

H-index: 25
Ji Zhang

Ji Zhang

Carnegie Mellon University

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