# AutoStitch

## URL

<https://mattabrown.github.io/autostitch.html>

## Description

Autostitch is an image stitching tool that automatically combines multiple photographs into a single panoramic image. It uses advanced algorithms to blend the edges of overlapping photos to form a cohesive panorama.

Open source researchers can use the tool to create a panoramic image of a location that is visible in a video, in particular if the video includes shots from several perspectives and has been filmed with a moving camera.

Users can adjust the output setting for panorama. The setting options include the output size, blending options, and the JPEG quality found under advanced options. Despite these options, the tool has certain limitations which will be outlined in the limitation section.

## Cost

* [x] Free
* [ ] Partially Free
* [ ] Paid

## Level of difficulty

<table><thead><tr><th data-type="rating" data-max="5"></th></tr></thead><tbody><tr><td>2</td></tr></tbody></table>

## Requirements

* Windows Only

## Limitations

* Limited control over stitching parameters.
* May struggle with images that have very minimal overlap. Users often face the error “failed to align images.” One may need to sort images individually and remove those that have minimum overlap. Works better with a large set of images that have been sorted meticulously - including images having considerable overlap. Autostitch works best for sequential images from a video. A video can be converted to sequential images, for example by using video splitting sites like ezgif.com/video-to-jpg (not recommended for sensitive video material).
* **Performance Issues**: Performance can degrade with large image sets and Auotostitch has been found to have [performance issues](https://www.neopanoramic.com/review/autostitch).
* **Limited support and documentation.**

## Guides and articles

To effectively use Autostitch, especially for beginners or those looking to refine their skills, the following resources are highly recommended:

**Official Wiki**

* <https://mattabrown.github.io/autostitch.html>

**Tutorials and Articles**

* *Autostitch* (no date) *Kate Hailey*. Available at: <https://www.katehailey.com/blog/2012/05/23/autostitch> (Accessed: 30 April 2026).
* *Autostitch Panorama Software Review* (no date). Available at: <https://www.neopanoramic.com/review/autostitch> (Accessed: 30 April 2026).
* Brown and Lowe (2003) ‘Recognising panoramas’, in *Proceedings Ninth IEEE International Conference on Computer Vision*. *ICCV 2003: 9th International Conference on Computer Vision*, Nice, France: IEEE, pp. 1218–1225 vol.2. Available at: <https://doi.org/10.1109/ICCV.2003.1238630>.
* Brown, M. and Lowe, D.G. (2007) ‘Automatic Panoramic Image Stitching using Invariant Features’, *International Journal of Computer Vision*, 74(1), pp. 59–73. Available at: <https://doi.org/10.1007/s11263-006-0002-3>.
* *How To Make a Panorama Photo Tutorial* (no date). Available at: <https://www.neopanoramic.com/make_panorama.php> (Accessed: 30 April 2026).
* *Matthew Alun Brown* (no date). Available at: <https://mattabrown.github.io/autostitch.html> (Accessed: 30 April 2026).

**Video Tutorials**

* *Easy Panoramas with Rawtherapee and Autostitch* (2021). Available at: <https://www.youtube.com/watch?v=8XjUIG4sZO8> (Accessed: 30 April 2026).

## Tool provider

Matthew Alun Brown - United States

Licensed by the University of British Columbia (Canada) to multiple companies including [ILM](https://www.ilm.com) (United States) and it appeared in several commercial products including Autopano Pro and Serif PanoramaPlus

## Advertising Trackers

* [x] This tool has not been checked for advertising trackers yet.
* [ ] This tool uses tracking cookies. Use with caution.
* [ ] This tool does not appear to use tracking cookies.

| Page maintainer |
| --------------- |
| Anisa Shabir.   |
|                 |


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://bellingcat.gitbook.io/toolkit/more/all-tools/autostitch.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.