OTIF: Efficient Tracker Pre-processing over Large Video Datasets

Author:

Bastani Favyen1,Madden Samuel1

Affiliation:

1. Massachusetts Institute of Technology, Cambridge, MA, USA

Publisher

ACM

Reference27 articles.

1. Favyen Bastani , Songtao He , Arjun Balasingam , Karthik Gopalakrishnan , Mohammad Alizadeh , Hari Balakrishnan , Michael Cafarella , Tim Kraska , and Sam Madden . 2020 . MIRIS: Fast Object Track Queries in Video. In ACM International Conference on Management of Data (SIGMOD). 1907--1921 . Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael Cafarella, Tim Kraska, and Sam Madden. 2020. MIRIS: Fast Object Track Queries in Video. In ACM International Conference on Management of Data (SIGMOD). 1907--1921.

2. Alex Bewley , Zongyuan Ge , Lionel Ott , Fabio Ramos , and Ben Upcroft . 2016 . Simple Online and Realtime Tracking. In IEEE International Conference on Image Processing (ICIP). IEEE, 3464--3468 . Alex Bewley, Zongyuan Ge, Lionel Ott, Fabio Ramos, and Ben Upcroft. 2016. Simple Online and Realtime Tracking. In IEEE International Conference on Image Processing (ICIP). IEEE, 3464--3468.

3. Peng Chu and Haibin Ling . 2019 . FAMNet: Joint Learning of Feature , Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. In IEEE International Conference on Computer Vision (ICCV). Peng Chu and Haibin Ling. 2019. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. In IEEE International Conference on Computer Vision (ICCV).

4. Alexey Dosovitskiy , Philipp Fischer , Eddy Ilg , Philip Hausser , Caner Hazirbas , Vladimir Golkov , Patrick Van Der Smagt , Daniel Cremers , and Thomas Brox . 2015 . FlowNet: Learning Optical Flow with Convolutional Networks. In IEEE International Conference on Computer Vision (ICCV). 2758--2766 . Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Philip Hausser, Caner Hazirbas, Vladimir Golkov, Patrick Van Der Smagt, Daniel Cremers, and Thomas Brox. 2015. FlowNet: Learning Optical Flow with Convolutional Networks. In IEEE International Conference on Computer Vision (ICCV). 2758--2766.

5. Dynamic Zoom-in Network for Fast Object Detection in Large Images

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