8
1 Image Stitching HDCC208N Fall 2019 Stitched by Andrew Bossi using AutoStitch https://commons.wikimedia.org/w/index.php?curid=3392399 Image “Stitching” Motivation The idea of wanting to have a single printed image that shows a wider field of view or higher level of detail than the one that a particular camera and lens can provide natively is not new (examples go back to near the very start of the photography era itself). Large subjects could be ones such as a city’s skyline or majestic nature photos. Aside from lenses, camera issues include small “capture” surfaces (whether glass plates, film, or sensors).

HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

  • Upload
    others

  • View
    0

  • Download
    0

Embed Size (px)

Citation preview

Page 1: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

1

Image Stitching

HDCC208NFall 2019

Stitched by Andrew Bossi using AutoStitch https://commons.wikimedia.org/w/index.php?curid=3392399

Image “Stitching” MotivationThe idea of wanting to have a single printed image that shows a wider field of view or higher level of detail than the one that a particular camera and lens can provide natively is not new (examples go back to near the very start of the photography era itself).

Large subjects could be ones such as a city’s skyline or majestic nature photos. Aside from lenses, camera issues include small “capture” surfaces (whether glass plates, film, or sensors).

Page 2: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

2

Historic Panoramic ImagesConsider this city skyline made from five photos in 1913

or this nature photo built from three photos in 1864.

http://www.loc.gov/pictures/collection/pan/

Let’s try making some “joiner” images…We’ll split into groups to manually combine printouts of these photo sets. The top as a panorama, the lower-left as a panograph, the lower-right as a motion study.

Page 3: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

3

What things might a program do? (I)They typically need to distort the individual images to adjust for things such as parallax and lens distortions.

– The way in which the images were taken (rotating the camera versus moving it sideways for example) impacts some of these distortion correction choices.

– Keeping straight lines in nature straight in the stitched image is an issue to consider.

– Common lens-related adjustments are pincushion and barrel compensation.

What things might a program do? (II)They will look for the best way to overlap and blend images. Since “perfect” solutions are highly unlikely, a common approach is exploration of iterative changes that attempt to minimize differences to find a good overlap between neighboring images.

– Rotating and shifting the images is one way.

– Feature detection to look for the same items in neighboring images is another.

Page 4: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

4

Software Tools for StitchingThere any many pieces of software for merging multiple photos into a single image.

We’ll try out Photoshop’s “Photomerge” feature, a free tool for Mac or Windows called AutoStitch, and (for those with Windows) Microsoft’s Image Composite Editor.

Artistic ChoicesThere are decisions to be made when merging multiple images into a single one.

– Most notably perhaps, is whether you want the result to look like it was taken as a single image, or have the edges and overlaps themselves be a part of the overall look.

– Styles include photomontages, collages, panographs, etc.

Page 5: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

5

Mosaics

http://www.andreaplanet.com/andreamosaic/

Given a collection of photos, there is software that can match photos from the collection to regions of a master photo…

Specialized HardwareFor capturing wide-angle images today we have ultra-wide lenses or even cameras with multiple lenses and sensors.

For higher resolution images, we have digital cameras with high megapixel sensors, or lens/sensor clusters that can produce 100MP+ spherical panoramas.

The idea of specialized cameras also goes back over a hundred years, with cameras that had a lens that would rotate to expose a wider strip of film.

Page 6: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

6

http://gigapan.com/gigapans/15374/

http://www.washingtonpost.com/wp-srv/special/local/inauguration-2013/pano/d/?template=desktop

http://www.cnn.com/interactive/2017/01/politics/trump-inauguration-gigapixel/

Gigapixel Zoomable ImagesRobotic camera mounts (and software tools) allow for the easier creation of merged images that are gigapixels in resolution.

Some devices go a little overboard ☺

https://www.panono.com/en/home/

36 still-frame cameras108MP total resolution

$2,400

Remote stitching, company-dependent…

Page 7: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

7

More Viable Product? Insta360 Pro 2

7680 x 3840 resolution3D video$5,000

CreativityAs with everything we have been looking at, the tools are a start, but it’s our creativity that tends to (hopefully) make the results interesting…

http://ter.ps/Pikachu360

https://ter.ps/MallStylized

https://ter.ps/TestudoTiles

(click on image to get larger version to see individual photos)

Page 8: HDCC208N Fall 2019egolub/HDCC208N/HDCC208N(1908)-Notes14-Stitching.pdf · adjust for things such as parallax and lens distortions. – The way in which the images were taken (rotating

8

Some Resources• http://camerapedia.wikia.com/wiki/Kodak_Panoram

• https://www.panono.com/en/home/

• https://www.insta360.com/product/insta360-pro2

• https://www.loc.gov/resource/pan.6a00074

• http://www.loc.gov/rr/print/coll/187_pans.html

• https://digitalcollections.lib.washington.edu/digital/collection/panoram/id/91

• https://www.cnet.com/news/gigapixel-shot-shows-a-whole-lotta-inauguration/