Video search by deep-learning

Aircraft Beach Mountain People marching Police/Security Flower 12. 12 From University-lab to spin-off and your mobile phone • 1000 others * UvA / Euvision / Qualcomm Universities win Start-ups win Snoek et al., TRECVID 2004-2015 13. 13 Latest jump due to deep learning 2006 2009 2015 Meanaverageprecision Progress in video recognition 14. 14 The more features the better Typical shallow learning architecture e.g. That is: given a video, can we find the best matching sentence? That is: given a video, can we find the best matching sentence?