{"id":4633,"date":"2015-04-17T14:08:01","date_gmt":"2015-04-17T14:08:01","guid":{"rendered":"http:\/\/adam-jackson.net\/blog\/?p=4633"},"modified":"2015-04-17T14:08:01","modified_gmt":"2015-04-17T14:08:01","slug":"linked-learning-to-select-and-order-vacation-photographs","status":"publish","type":"post","link":"https:\/\/adamchandler.me\/blog\/2015\/04\/17\/linked-learning-to-select-and-order-vacation-photographs\/","title":{"rendered":"LInked: &#8220;Learning to Select and Order Vacation Photographs&#8221;"},"content":{"rendered":"<p><a href=\"http:\/\/www.disneyresearch.com\/publication\/learning-to-select-and-order-vacation-photographs\/\">via Disney Research:<\/a><\/p>\n<blockquote><p>\n<em>We propose the problem of automated photo album creation from an unordered image collection. The problem is difficult as it involves a number of complex perceptual tasks that facilitate selection and ordering of photos to create a compelling visual narrative. To help solve this problem, we collect (and will make available) a new benchmark dataset based on Flickr images. Flickr Album Dataset and provides a variety of annotations useful for the task, including manually created albums of various lengths. We analyze the problem and provide experimental evidence, through user studies, that both selection and ordering of photos within an album is important for human observers. To capture and learn rules of album composition, we propose a discriminative structured model capable of encoding simple preferences for contextual layout of the scene (e.g., spatial layout of faces, global scene context, and presence\/absence of attributes) and ordering between photos (e.g., exclusion principles or correlations). The parameters of the model are learned using a structured SVM framework. Once learned, the model allows automatic composition of photo albums from unordered and untagged collections of images. We quantitatively evaluate the results obtained using our model against manually created albums and baselines on a dataset of 63 personal photo collections from 5 different topics.<\/em>\n<\/p><\/blockquote>\n<p>Basically, this allows people with multiple cameras the ability to place photos in order based on various aspects of the photo so you have a full stream of images throughout a trip without issues.<\/p>\n<p>Question: Why can\u2019t you just order photos by time-stamp? I have 4 cameras, each set to the same time so when I import them all into iPhoto, I organize by Date Taken and they all show up in order. Am I missing something?<\/p>\n","protected":false},"excerpt":{"rendered":"via Disney Research: We propose the problem of automated photo album creation from an unordered image collection. The&hellip;\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","apple_news_api_created_at":"2016-03-17T02:31:38Z","apple_news_api_id":"268b9c6d-a731-42e9-87dd-64b3e6a5dbec","apple_news_api_modified_at":"2016-03-17T02:31:38Z","apple_news_api_revision":"AAAAAAAAAAD\/\/\/\/\/\/\/\/\/\/w==","apple_news_api_share_url":"https:\/\/apple.news\/AJoucbacxQumH3WSz5qXb7A","apple_news_cover_media_provider":"image","apple_news_coverimage":0,"apple_news_coverimage_caption":"","apple_news_cover_video_id":0,"apple_news_cover_video_url":"","apple_news_cover_embedwebvideo_url":"","apple_news_is_hidden":"","apple_news_is_paid":"","apple_news_is_preview":"","apple_news_is_sponsored":"","apple_news_maturity_rating":"","apple_news_metadata":"\"\"","apple_news_pullquote":"","apple_news_pullquote_position":"","apple_news_slug":"","apple_news_sections":[],"apple_news_suppress_video_url":false,"apple_news_use_image_component":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_custom_appearance":"","csco_disable_excerpt_posts_layout":false,"csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[7],"tags":[],"class_list":["post-4633","post","type-post","status-publish","format-standard","category-linked","cs-entry","cs-video-wrap"],"apple_news_notices":[],"jetpack_publicize_connections":[],"jetpack_shortlink":"https:\/\/wp.me\/pb3IC4-1cJ","jetpack-related-posts":[{"id":14860,"url":"https:\/\/adamchandler.me\/blog\/2026\/06\/09\/my-house-weeks-28-29-and-30-of-construction\/","url_meta":{"origin":4633,"position":0},"title":"My House: Weeks 28, 29 and 30 of Construction","author":"Adam Chandler","date":"June 9, 2026","format":false,"excerpt":"We've officially crossed 7.5 months of construction. I'm exhausted and am looking forward to moving back home as soon as possible. Videos: https:\/\/www.youtube.com\/watch?v=UaS8TO_1TJU https:\/\/www.youtube.com\/watch?v=xKznqB8CPOk https:\/\/www.youtube.com\/watch?v=6tv1UKwCX50 Photos are all on Flickr but here are some selections from various stages of the last 2 weeks. Week 29: https:\/\/www.flickr.com\/photos\/adamjackson\/55306390865\/in\/album-72177720330396898\/ https:\/\/www.flickr.com\/photos\/adamjackson\/55305981231\/in\/album-72177720330396898\/ https:\/\/www.flickr.com\/photos\/adamjackson\/55306140803\/in\/album-72177720330396898\/ https:\/\/www.flickr.com\/photos\/adamjackson\/55306142173\/in\/album-72177720330396898\/ https:\/\/www.flickr.com\/photos\/adamjackson\/55305084502\/in\/album-72177720330396898\/\u2026","rel":"","context":"In &quot;My House&quot;","block_context":{"text":"My House","link":"https:\/\/adamchandler.me\/blog\/category\/my-house\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/UaS8TO_1TJU\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":12284,"url":"https:\/\/adamchandler.me\/blog\/2024\/07\/18\/photography-how-do-i-share-700-photos-from-my-25-day-road-trip-across-country-to-the-arctic-circle\/","url_meta":{"origin":4633,"position":1},"title":"Photography: How do I share 700+ Photos from my 25 day road trip across country to the Arctic Circle?","author":"Adam Chandler","date":"July 18, 2024","format":false,"excerpt":"I took thousands of photos over 25 days riding my motorcycle 11,000 miles to the Arctic Circle and I love every image that was kept, edited and uploaded to this Flickr Album. However, I can\u2019t share every photo here so I\u2019ve decided to select 25 images, one for each day\u2026","rel":"","context":"In &quot;Photography&quot;","block_context":{"text":"Photography","link":"https:\/\/adamchandler.me\/blog\/category\/photography\/"},"img":{"alt_text":"BMW MOA National Rally - Redmond, OR 2024.","src":"https:\/\/i0.wp.com\/live.staticflickr.com\/65535\/53791021287_f3e66735e3_b.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/live.staticflickr.com\/65535\/53791021287_f3e66735e3_b.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/live.staticflickr.com\/65535\/53791021287_f3e66735e3_b.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/live.staticflickr.com\/65535\/53791021287_f3e66735e3_b.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":2156,"url":"https:\/\/adamchandler.me\/blog\/2011\/04\/08\/flickr-pro-holds-photos-hostage\/","url_meta":{"origin":4633,"position":2},"title":"\u2605 &#8220;Flickr Pro Holds Photos Hostage&#8221;","author":"Adam Chandler","date":"April 8, 2011","format":false,"excerpt":"Michael Arrington: My Pro account expired at some point, probably because I missed an email or my credit card number changed. I wasn\u2019t using Flickr as much, having moved more to Facebook because of the structured people tagging feature. But then one day I was searching for an old treasured\u2026","rel":"","context":"In &quot;Linked&quot;","block_context":{"text":"Linked","link":"https:\/\/adamchandler.me\/blog\/category\/linked\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6883,"url":"https:\/\/adamchandler.me\/blog\/2017\/06\/30\/linked-the-flickr-explore-page-is-still-really-amazing\/","url_meta":{"origin":4633,"position":3},"title":"Linked: &#8220;The Flickr Explore page is still really amazing&#8221;","author":"Adam Chandler","date":"June 30, 2017","format":false,"excerpt":"via Medium: Another reason I love Flickr\u2019s Explore page is that it lacks the commercialism of other spaces. Instagram has an explore tab but it\u2019s popular music and tv stars and their dogs or it\u2019s brand advertising-driven shots cooked up to sell something. There\u2019s something so completely boring about Instagram\u2019s\u2026","rel":"","context":"In &quot;Linked&quot;","block_context":{"text":"Linked","link":"https:\/\/adamchandler.me\/blog\/category\/linked\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2325,"url":"https:\/\/adamchandler.me\/blog\/2011\/04\/28\/using-the-iphone-as-my-only-camera\/","url_meta":{"origin":4633,"position":4},"title":"\u2605 &#8220;Using the iPhone As My Only Camera&#8221;","author":"Adam Chandler","date":"April 28, 2011","format":false,"excerpt":"Read. This. Post. I don\u2019t know if this is a new trend or if I\u2019m just one of a kind, but my photographs and snapshots seem to have a shorter lifespan than they used to. I don\u2019t print out my photos anymore. Instead I text message them or email them\u2026","rel":"","context":"In &quot;Linked&quot;","block_context":{"text":"Linked","link":"https:\/\/adamchandler.me\/blog\/category\/linked\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6786,"url":"https:\/\/adamchandler.me\/blog\/2017\/04\/24\/linked-the-white-house-flickr-account-just-changed-hands-from-obama-to-trump\/","url_meta":{"origin":4633,"position":5},"title":"Linked: &#8220;The White House Flickr Account Just Changed Hands from Obama to Trump&#8221;","author":"Adam Chandler","date":"April 24, 2017","format":false,"excerpt":"via PetaPixel: If and when Trump does appoint a White House photographer, the Flickr account is waiting for him. Currently it\u2019s conspicuously empty, displaying only a default header image, the White House profile photo, and the message \u201cThe White House hasn\u2019t made any photos public yet.\u201d I loved all of\u2026","rel":"","context":"In &quot;Linked&quot;","block_context":{"text":"Linked","link":"https:\/\/adamchandler.me\/blog\/category\/linked\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/posts\/4633","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/comments?post=4633"}],"version-history":[{"count":0,"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/posts\/4633\/revisions"}],"wp:attachment":[{"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/media?parent=4633"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/categories?post=4633"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/adamchandler.me\/blog\/wp-json\/wp\/v2\/tags?post=4633"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}