SLAM Handbook

From Localization and Mapping to Spatial Intelligence

Welcome

AI-generated cover image to be replaced with the official one when available. Together with a large number of experts in Simultaneous Localization and Mapping (SLAM) we are preparing the SLAM Handbook to be published by Cambridge University Press. This book will cover the theoretical background of SLAM, its applications, and its future as spatial AI. We expect this handbook will be a good guide for those working in this field, as well as for students and practitioners who want to learn more about the state of the art and open problems.

Starting from the release of Part I in November 2024, Part II in March 2025, and Part III in May 2025, we have incrementally released the book to accommodate feedback from the public on this repository:

Please use this repository's issue and discussion boards to report any issues or ideas regarding this book.

The book is currently in the final stages of editing before publication. We expect the official published version to be available in early 2026.

Downloads

Citations

If you use the SLAM Handbook in your work, please cite it as follows:

    @book{slam-handbook,
      title      = {{SLAM Handbook.} From Localization and Mapping to Spatial Intelligence},
      editor     = {Luca Carlone and Ayoung Kim and Timothy Barfoot and Daniel Cremers and Frank Dellaert},
      publisher  = {Cambridge University Press},
      year       = {2025}
    }

We also encourage citation of the individual chapters and authors where appropriate. Chapter-level citation info is provided on the Github repository.

Contact Info

If you have any questions, comments, or suggestions regarding the SLAM Handbook, please feel free to reach out to the editors via email. We welcome your feedback and contributions.

Editor Affiliation Email
Prof. Luca Carlone Massachusetts Institute of Technology lcarlone@mit.edu
Prof. Ayoung Kim Seoul National University ayoungk@snu.ac.kr
Prof. Timothy Barfoot University of Toronto tim.barfoot@utoronto.ca
Prof. Daniel Cremers Technical University of Munich cremers@tum.de
Prof. Frank Dellaert Georgia Institute of Technology frank.dellaert@cc.gatech.edu

Authors

The SLAM Handbook is a collaborative effort involving numerous authors from around the world. Below is a list of the authors who have contributed to this handbook (alphabetical order):

Henrik Andreasson Arash Asgharivaskasi Nikolay Atanasov Timothy Barfoot
Jens Behley Jose Luis Blanco-Claraco Martin Büchner Cesar Cadena
Marco Camurri Luca Carlone Yun Chang Boris Chidlovskii
Margarita Chli Henrik Christensen Javier Civera Daniel Cremers
Andrew J. Davison Frank Dellaert Jia Deng Gamini Dissanayake
Kevin Doherty Jakob Engel Maurice Fallon Guillermo Gallego
Cédric Le Gentil Christoffer Heckman Javier Hidalgo-Carrió Connor Holmes
Guoquan Huang Shoudong Huang Nathan Hughes Krishna Murthy Jatavallabhula
Michael Kaess Kasra Khosoussi Ayoung Kim Giseop Kim
John Leonard Stefan Leutenegger Dominic Maggio Martin Magnusson
Joshua Mangelson Hidenobu Matsuki Matias Mattamala José M Martínez Montiel
Sacha Morin Mustafa Mukadam Jose Neira Paul Newman
Helen Oleynikova Lionel Ott Liam Paull Marc Pollefeys
Victor Reijgwart Jerome Revaud David Rosen Davide Scaramuzza
Lukas Schmid Jingnan Shi Cyrill Stachniss Niko Sunderhauf
Juan D. Tardós Zachary Teed Abhinav Valada Teresa Vidal-Calleja
Chen Wang Felix Wimbauer Heng Yang Fu Zhang
Ji Zhang Shibo Zhao