bibliography.bib

@article{bib:boykov_kolmogorov,
  title   = {An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision},
  author  = {Boykov, Y. and Kolmogorov, V.},
  year    = 2004,
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume  = 26,
  number  = 9,
  pages   = {1124--1137},
  doi     = {10.1109/TPAMI.2004.60}
}
@article{bib:creating_slides_1,
  title   = {Creating Slides from Video Lecture},
  author  = {Shylo M., Smirnov A., Krygin V.},
  year    = 2021,
  month   = {Feb},
  journal = {Masters Symposium on Advances in Data Mining, Machine Learning, and Computer Vision},
  url     = {https://s3.eu-central-1.amazonaws.com/ucu.edu.ua/wp-content/uploads/sites/8/2021/04/Creating-Slides-from-Video-Lecture.pdf}
}
@book{bib:cuda,
  title     = {CUDA Programming: A Developer’s Guide to Parallel Computing with GPUs},
  author    = {Cook, Shane},
  year      = 2012,
  publisher = {Morgan Kaufmann Publishers Inc.},
  address   = {San Francisco, CA, USA},
  isbn      = 9780124159334,
  edition   = {1st}
}
@inproceedings{bib:davila:2017,
  title     = {Whiteboard Video Summarization via Spatio-Temporal Conflict Minimization},
  author    = {Davila, Kenny and Zanibbi, Richard},
  year      = 2017,
  booktitle = {2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)},
  volume    = {01},
  pages     = {355--362},
  doi       = {10.1109/ICDAR.2017.66}
}
@article{bib:davila:2021,
  title   = {FCN-LectureNet: Extractive Summarization of Whiteboard and Chalkboard Lecture Videos},
  author  = {Davila, Kenny and Xu, Fei and Setlur, Srirangaraj and Govindaraju, Venu},
  year    = 2021,
  journal = {IEEE Access},
  volume  = 9,
  pages   = {104469--104484},
  doi     = {10.1109/ACCESS.2021.3099427}
}
@article{bib:edmods_karp,
  title      = {Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems},
  author     = {Edmonds, Jack and Karp, Richard M.},
  year       = 1972,
  month      = {apr},
  journal    = {J. ACM},
  publisher  = {Association for Computing Machinery},
  address    = {New York, NY, USA},
  volume     = 19,
  number     = 2,
  pages      = {248–264},
  doi        = {10.1145/321694.321699},
  issn       = {0004-5411},
  url        = {https://doi.org/10.1145/321694.321699},
  issue_date = {April 1972},
  numpages   = 17
}
@misc{bib:faster_rcnn,
  title        = {Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks},
  author       = {Ren, Shaoqing and He, Kaiming and Girshick, Ross and Sun, Jian},
  year         = 2015,
  publisher    = {arXiv},
  doi          = {10.48550/ARXIV.1506.01497},
  copyright    = {arXiv.org perpetual, non-exclusive license},
  howpublished = {https://arxiv.org/abs/1506.01497},
  language     = {english}
}
@article{bib:faster-rcnn,
  title      = {Faster {R-CNN:} Towards Real-Time Object Detection with Region Proposal Networks},
  author     = {Shaoqing Ren and Kaiming He and Ross B. Girshick and Jian Sun},
  year       = 2015,
  journal    = {CoRR},
  volume     = {abs/1506.01497},
  url        = {http://arxiv.org/abs/1506.01497},
  eprinttype = {arXiv},
  eprint     = {1506.01497},
  timestamp  = {Mon, 13 Aug 2018 16:46:02 +0200},
  biburl     = {https://dblp.org/rec/journals/corr/RenHG015.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}
@article{bib:ford_fulkerson,
  title     = {Maximal Flow Through a Network},
  author    = {Ford, L. R. and Fulkerson, D. R.},
  year      = 1956,
  journal   = {Canadian Journal of Mathematics},
  publisher = {Cambridge University Press},
  volume    = 8,
  pages     = {399–404},
  doi       = {10.4153/CJM-1956-045-5}
}
@book{bib:hartley_zisserman_2004,
  title     = {Multiple View Geometry in Computer Vision},
  author    = {Hartley, Richard and Zisserman, Andrew},
  year      = 2004,
  publisher = {Cambridge University Press},
  doi       = {10.1017/CBO9780511811685},
  place     = {Cambridge},
  edition   = 2
}
@book{bib:integral_image,
  title     = {Robust Real-time Object Detection},
  author    = {Viola, Paul; Jones, Michael},
  year      = 2002,
  publisher = {International Journal of Computer Vision},
  pages     = {4--5},
  url       = {http://www.hpl.hp.com/techreports/Compaq-DEC/CRL-2001-1.pdf}
}
@book{bib:median_in_statistics,
  title     = {Probability theory},
  author    = {Stroock, Daniel W},
  year      = 2010,
  month     = {Dec},
  publisher = {Cambridge University Press},
  address   = {Cambridge, England},
  pages     = 43,
  edition   = 2
}
@article{bib:mnasnet,
  title      = {MnasNet: Platform-Aware Neural Architecture Search for Mobile},
  author     = {Mingxing Tan and Bo Chen and Ruoming Pang and Vijay Vasudevan and Quoc V. Le},
  year       = 2018,
  journal    = {CoRR},
  volume     = {abs/1807.11626},
  url        = {http://arxiv.org/abs/1807.11626},
  eprinttype = {arXiv},
  eprint     = {1807.11626},
  timestamp  = {Mon, 31 May 2021 15:34:33 +0200},
  biburl     = {https://dblp.org/rec/journals/corr/abs-1807-11626.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}
@article{bib:mobilenet:v1,
  title      = {MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications},
  author     = {Andrew G. Howard and Menglong Zhu and Bo Chen and Dmitry Kalenichenko and Weijun Wang and others},
  year       = 2017,
  journal    = {CoRR},
  volume     = {abs/1704.04861},
  url        = {http://arxiv.org/abs/1704.04861},
  eprinttype = {arXiv},
  eprint     = {1704.04861},
  timestamp  = {Thu, 27 May 2021 16:20:51 +0200},
  biburl     = {https://dblp.org/rec/journals/corr/HowardZCKWWAA17.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}
@article{bib:mobilenet:v2,
  title      = {Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation},
  author     = {Mark Sandler and Andrew G. Howard and Menglong Zhu and Andrey Zhmoginov and Liang{-}Chieh Chen},
  year       = 2018,
  journal    = {CoRR},
  volume     = {abs/1801.04381},
  url        = {http://arxiv.org/abs/1801.04381},
  eprinttype = {arXiv},
  eprint     = {1801.04381},
  timestamp  = {Tue, 12 Jan 2021 15:30:06 +0100},
  biburl     = {https://dblp.org/rec/journals/corr/abs-1801-04381.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}
@article{bib:mobilenet:v3,
  title      = {Searching for MobileNetV3},
  author     = {Andrew Howard and Mark Sandler and Grace Chu and Liang{-}Chieh Chen and Bo Chen and others},
  year       = 2019,
  journal    = {CoRR},
  volume     = {abs/1905.02244},
  url        = {http://arxiv.org/abs/1905.02244},
  eprinttype = {arXiv},
  eprint     = {1905.02244},
  timestamp  = {Thu, 27 May 2021 16:20:51 +0200},
  biburl     = {https://dblp.org/rec/journals/corr/abs-1905-02244.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}
@article{bib:netadapt,
  title      = {NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications},
  author     = {Tien{-}Ju Yang and Andrew G. Howard and Bo Chen and Xiao Zhang and Alec Go and others},
  year       = 2018,
  journal    = {CoRR},
  volume     = {abs/1804.03230},
  url        = {http://arxiv.org/abs/1804.03230},
  eprinttype = {arXiv},
  eprint     = {1804.03230},
  timestamp  = {Thu, 27 May 2021 16:20:51 +0200},
  biburl     = {https://dblp.org/rec/journals/corr/abs-1804-03230.bib}
}
@misc{bib:opencl,
  title        = {The OpenCL Specification, Version 1.1},
  author       = {{Khronos OpenCL Working Group}},
  year         = 2011,
  added-at     = {2016-09-22T13:24:24.000+0200},
  biburl       = {https://www.bibsonomy.org/bibtex/26b05670e3e58d5d057a39491d129cad4/cepek},
  editor       = {Munshi, Aaftab},
  interhash    = {c9067650b463bd1cf1a9958491a0aadc},
  intrahash    = {6b05670e3e58d5d057a39491d129cad4},
  keywords     = {geoinformatics_fce_ctu_ref imported},
  timestamp    = {2016-09-22T13:29:55.000+0200},
  howpublished = {https://www.khronos.org/registry/cl/specs/opencl-1.1.pdf}
}
@book{bib:orb,
  title     = {ORB: An efficient alternative to SIFT or SURF},
  author    = {Rublee, Ethan and Rabaud, Vincent and Konolige, Kurt and Bradski, Gary R.},
  year      = 2011,
  booktitle = {ICCV},
  publisher = {IEEE Computer Society},
  pages     = {2564--2571},
  isbn      = {978-1-4577-1101-5},
  editor    = {Metaxas, Dimitris N. and Quan, Long and Sanfeliu, Alberto and Gool, Luc Van},
  ee        = {http://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126544}
}
@misc{bib:patent_board,
  title        = {Спосіб перетворення відеозапису з дошки у слайд-шоу},
  author       = {Кригін, В. М.},
  year         = 2021,
  month        = {feb},
  day          = 10,
  number       = 148642,
  pages        = 4,
  nationality  = {Україна},
  language     = {ukrainian},
  howpublished = {https://sis.ukrpatent.org/uk/search/detail/1613477/}
}
@article{bib:pavliuk_krygin,
  title    = {Відстеження періодичного руху об’єктів зі статичної камери на прикладі відеоігор},
  author   = {Павлюк, А. Д. and Кригiн, В. М. and Ткач, В. М.},
  year     = 2021,
  journal  = {Теоретичні і прикладні проблеми фізики, математики та інформатики},
  volume   = 2,
  number   = 9,
  pages    = {135--137},
  url      = {https://drive.google.com/file/d/1V9zQB2Jvgcaw3o7eEkzMmviLRrhrHbpD/view},
  language = {ukrainian}
}
@book{bib:python_language,
  title     = {Python 3 Reference Manual},
  author    = {Van Rossum, Guido and Drake, Fred L.},
  year      = 2009,
  publisher = {CreateSpace},
  address   = {Scotts Valley, CA},
  isbn      = 1441412697,
  url       = {https://www.python.org}
}
@misc{bib:pytorch_library,
  title        = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
  author       = {Paszke, Adam and Gross, Sam and Massa, Francisco and Lerer, Adam and Bradbury},
  year         = 2019,
  booktitle    = {Advances in Neural Information Processing Systems 32},
  publisher    = {Curran Associates, Inc.},
  pages        = {8024--8035},
  language     = {english},
  howpublished = {http://papers.neurips.cc/paper/9015-pytorch-an-imperative-style-high-performance-deep-learning-library.pdf}
}
@book{bib:quick_sort,
  title     = {Algorithms In C: Fundamentals, Data Structures, Sorting, Searching, Parts 1-4, 3/E},
  year      = 1998,
  publisher = {Pearson Education},
  isbn      = 9788131712917,
  url       = {https://books.google.com.ua/books?id=ylAETlep0CwC}
}
@article{bib:ransac,
  title   = {Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography},
  author  = {Martin A. Fischler and Robert C. Bolles},
  year    = 1981,
  journal = {Commun. ACM},
  volume  = 24,
  pages   = {381--395},
  doi     = {https://doi.org/10.1145/358669.358692}
}
@article{bib:sift,
  title   = {Distinctive Image Features from Scale-Invariant Keypoints},
  author  = {Lowe, David},
  year    = 2004,
  month   = 11,
  journal = {International Journal of Computer Vision},
  volume  = 60,
  pages   = {91--110},
  doi     = {10.1023/B:VISI.0000029664.99615.94}
}
@article{bib:ssd,
  title     = {SSD: Single Shot MultiBox Detector},
  author    = {Liu, Wei and Anguelov, Dragomir and Erhan, Dumitru and Szegedy},
  year      = 2016,
  journal   = {Lecture Notes in Computer Science},
  publisher = {Springer International Publishing},
  pages     = {21–37},
  doi       = {10.1007/978-3-319-46448-0_2},
  isbn      = 9783319464480,
  url       = {http://dx.doi.org/10.1007/978-3-319-46448-0_2}
}
@misc{bib:suh,
  title    = {Whiteboard Disclosure using Background Subtraction and Object Tracking},
  author   = {Bongsoo Suh and Alex González and Eun Soo Choi},
  year     = 2012,
  language = {english}
}
@article{bib:surf,
  title   = {Speeded-Up Robust Features (SURF)},
  author  = {Herbert Bay and Andreas Ess and Tinne Tuytelaars and Luc {Van Gool}},
  year    = 2008,
  journal = {Computer Vision and Image Understanding},
  volume  = 110,
  number  = 3,
  pages   = {346--359},
  doi     = {https://doi.org/10.1016/j.cviu.2007.09.014},
  issn    = {1077-3142},
  url     = {https://www.sciencedirect.com/science/article/pii/S1077314207001555},
  note    = {Similarity Matching in Computer Vision and Multimedia}
}
@article{bib:temporal_median_example,
  title   = {Low-bandwidth 3D visual telepresence system},
  author  = {Cordova-Esparza, Diana-Margarita and Terven, Juan and Jiménez-Hernández, Hugo and Herrera-Navarro, Ana and Vázquez Cervantes, Alberto and others},
  year    = 2019,
  month   = {08},
  journal = {Multimedia Tools and Applications},
  volume  = 78,
  doi     = {10.1007/s11042-019-7464-0}
}
@misc{bib:wienecke,
  title     = {Towards automatic video-based whiteboard reading},
  author    = {Wienecke, M. and Fink, G.A. and Sagerer, G.},
  year      = 2003,
  booktitle = {Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings},
  pages     = {87--91 vol.1},
  doi       = {10.1109/ICDAR.2003.1227633},
  language  = {english}
}
@misc{bib:yeh,
  title     = {Robust Handwriting Extraction and Lecture Video Summarization},
  author    = {Yeh, Fu Hao and Lee, Greg C. and Chen, Ying Ju and Liao, Chien Hsing},
  year      = 2014,
  booktitle = {2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing},
  pages     = {357--360},
  doi       = {10.1109/IIH-MSP.2014.95},
  language  = {english}
}
@misc{bib:yolov1,
  title        = {You Only Look Once: Unified, Real-Time Object Detection},
  author       = {Redmon, Joseph and Divvala, Santosh and Girshick, Ross and Farhadi, Ali},
  year         = 2015,
  doi          = {10.48550/ARXIV.1506.02640},
  copyright    = {arXiv.org perpetual, non-exclusive license},
  howpublished = {https://arxiv.org/abs/1506.02640},
  language     = {english}
}
@inproceedings{bib:zhang:2004,
  title     = {Note-taking with a camera: whiteboard scanning and image enhancement},
  author    = {Zhengyou Zhang and Li-wei He},
  year      = 2004,
  booktitle = {2004 IEEE International Conference on Acoustics, Speech, and Signal Processing},
  volume    = 3,
  pages     = {iii-533},
  doi       = {10.1109/ICASSP.2004.1326599}
}
@article{bib:zhang:2007,
  title   = {Real-Time Whiteboard Capture and Processing Using a Video Camera for Remote Collaboration},
  author  = {He, Li-Wei and Zhang, Zhengyou},
  year    = 2007,
  journal = {IEEE Transactions on Multimedia},
  volume  = 9,
  number  = 1,
  pages   = {198--206},
  doi     = {10.1109/TMM.2006.886385}
}
@article{bib:masters_symposium,
  title   = {Creating Slides from Video Lecture},
  author  = {Maksym Shylo and Anton Smirnov and Valerii Krygin},
  year    = 2021,
  journal = {Master's Symposium on Advances in Data Mining, Machine Learning, and Computer Vision, Ukrainian Catholic University},
  url     = {https://s3.eu-central-1.amazonaws.com/ucu.edu.ua/wp-content/uploads/sites/8/2021/04/Creating-Slides-from-Video-Lecture.pdf}
}
@misc{video:central_theorem,
  title    = {Л21. Центральна гранична теорема},
  author   = {Семен Боднарчук},
  year     = 2022,
  month    = {Jun},
  journal  = {YouTube},
  url      = {https://youtu.be/wSjCy_QMJSg},
  language = {ukrainian}
}
@misc{video:dorohovtsev_spetskurs_vesna,
  title        = {Лекция 5/1. Спецкурс весна 2020, Дороговцев Андрей Анатольевич},
  author       = {Theory of Stochastic Processes},
  year         = 2020,
  month        = {Mar},
  howpublished = {https://youtu.be/\_aGdtc23o1o},
  language     = {russian}
}
@misc{video:dorohovtsev_wiener_process,
  title        = {A.A.Dorogovtsev. Properties of Wiener process, Part 3},
  author       = {Theory of Stochastic Processes},
  year         = 2022,
  month        = {Feb},
  howpublished = {https://youtu.be/AYvxZCfPZV8},
  language     = {english}
}
@misc{video:krygin_geometry,
  title        = {Krygin Geometry 2020 - Lecture 4: Part 1},
  author       = {FI-81-3mn PTI},
  year         = 2020,
  month        = {Mar},
  journal      = {YouTube},
  howpublished = {https://youtu.be/A0S33OSngG4},
  language     = {english}
}
@misc{video:mfti:algebra_structure,
  title   = {Приложения алгебраических структур, Ильинский Д. Г., 21.04.2022г},
  author  = {Дистанционные занятия МФТИ},
  year    = 2022,
  month   = {Jun},
  day     = 9,
  journal = {YouTube},
  url     = {https://youtu.be/UfjV9KNr9jE}
}
@misc{video:mfti:kombinatorika,
  title   = {Комбинаторика, Райгородский А. М., 28.04.2022г.},
  author  = {Дистанционные занятия МФТИ},
  year    = 2022,
  month   = {Jun},
  day     = 9,
  journal = {YouTube},
  url     = {https://youtu.be/s4Zr7zUEjfw}
}
@misc{video:mfti:kratnye_integraly,
  title        = {Кратные интегралы и теория поля / 2 курс 1 семестр},
  author       = {Лекторий ФПМИ},
  year         = 2021,
  month        = {Dec},
  journal      = {YouTube},
  howpublished = {https://youtu.be/\_pt7x37urx4},
  language     = {russian}
}
@misc{video:mmzi:algebra_geometry,
  title        = {Алгебра та геометрія, лекція 22-5: алгебраїчні властивості множини матриць},
  author       = {Кафедра ММЗІ},
  year         = 2019,
  month        = {Dec},
  journal      = {YouTube},
  howpublished = {https://youtu.be/MNgsOb2OM30},
  language     = {ukrainian}
}
@misc{video:mmzi:yakovlev_discrete_math,
  title        = {Дискретна математика, лекція 05-2: відношення еквівалентності (продовження); замикання відношень},
  author       = {Кафедра ММЗІ},
  year         = 2016,
  month        = {Sep},
  journal      = {YouTube},
  howpublished = {https://youtu.be/a7TUp4p-pIk},
  language     = {ukrainian}
}
@misc{video:mmzi:yakovlev_numbers_theory,
  title        = {Основи теорії чисел, лекція 13-1: порядок лишку за модулем},
  author       = {Кафедра ММЗІ},
  year         = 2019,
  month        = {Jun},
  journal      = {YouTube},
  howpublished = {https://youtu.be/\_8gSo2YkfAU},
  language     = {ukrainian}
}
@misc{website:coco_dataset,
  title       = {Microsoft COCO: Common Objects in Context},
  author      = {Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Bourdev, Lubomir and Girshick, Ross and others},
  year        = 2014,
  url         = {http://arxiv.org/abs/1405.0312},
  added-at    = {2020-06-07T20:25:18.000+0200},
  biburl      = {https://www.bibsonomy.org/bibtex/2f4ab9f41677ee189a8cbc5a92cc0dc74/jan.hofmann1},
  description = {Microsoft COCO: Common Objects in Context},
  timestamp   = {2020-06-07T20:25:18.000+0200}
}
@misc{website:deep_wise_sep_conv,
  title        = {Depthwise separable convolutions for machine learning},
  author       = {Bendersky, Eli},
  year         = 2018,
  month        = {Apr},
  journal      = {Eli Bendersky’s website},
  howpublished = {https://eli.thegreenplace.net/2018/depthwise-separable-convolutions-for-machine-learning/},
  language     = {english}
}
@article{website:faster_rcnn,
  title   = {Faster RCNN Object detection},
  author  = {KHAZRI, Achraf},
  year    = 2019,
  month   = {Apr},
  journal = {Towards Data Science},
  url     = {https://towardsdatascience.com/faster-rcnn-object-detection-f865e5ed7fc4}
}
@misc{website:pymaxflow_library,
  title   = {pmneila/PyMaxflow: Python library for creating flow networks and computing the maxflow/mincut (aka graph-cuts for Python)},
  author  = {pmneila},
  journal = {GitHub},
  url     = {https://github.com/pmneila/PyMaxflow}
}
@misc{website:squeeze_and_excitation,
  title        = {Squeeze and Excitation Networks Explained with PyTorch Implementation},
  author       = {Aman Arora},
  year         = 2020,
  month        = {Jul},
  journal      = {Committed towards better future},
  howpublished = {https://amaarora.github.io/2020/07/24/SeNet.html},
  language     = {english}
}
@misc{website:yolov5_pytorch,
  title    = {ultralytics/yolov5: v6.1 - TensorRT, TensorFlow Edge TPU and OpenVINO Export and Inference},
  author   = {Glenn Jocher and Ayush Chaurasia and Alex Stoken and Jirka Borovec and others},
  year     = 2022,
  month    = {feb},
  doi      = {10.5281/zenodo.6222936},
  url      = {https://doi.org/10.5281/zenodo.6222936},
  version  = {v6.1},
  language = {english}
}
@article{website:scikit-image,
  title     = {scikit-image: image processing in Python},
  author    = {Van der Walt, Stefan and Sch{\"o}nberger, Johannes L and Nunez-Iglesias, Juan and Boulogne},
  year      = 2014,
  journal   = {PeerJ},
  publisher = {PeerJ Inc.},
  volume    = 2,
  pages     = {e453},
  url       = {https://doi.org/10.7717/peerj.453}
}