{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T18:03:48Z","timestamp":1760551428391,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,5,18]],"date-time":"2021-05-18T00:00:00Z","timestamp":1621296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Research Foundation, Singapore","award":["NRF-NRFI05-2019-0007"],"award-info":[{"award-number":["NRF-NRFI05-2019-0007"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,5,18]]},"DOI":"10.1145\/3412382.3458269","type":"proceedings-article","created":{"date-parts":[[2021,5,10]],"date-time":"2021-05-10T20:35:28Z","timestamp":1620678928000},"page":"238-253","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["DeepLight"],"prefix":"10.1145","author":[{"given":"Vu","family":"Tran","sequence":"first","affiliation":[{"name":"Singapore Management University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gihan","family":"Jayatilaka","sequence":"additional","affiliation":[{"name":"University of Peradeniya"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ashwin","family":"Ashok","sequence":"additional","affiliation":[{"name":"Georgia State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Archan","family":"Misra","sequence":"additional","affiliation":[{"name":"Singapore Management University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,5,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR.2012.6402539"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2670518.2673867"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2742647.2742652"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2742647.2742667"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2956493"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524512"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2805824"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-88658-4_11"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1152\/physrev.1952.32.3.349"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1966.sp007879"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ECCE.2010.5618050"},{"key":"e_1_3_2_1_13_1","unstructured":"Colorimetry: Cielab color space. https:\/\/spie.org\/publications\/fg04_p71_cielab. Accessed: 2020-02-27.  Colorimetry: Cielab color space. https:\/\/spie.org\/publications\/fg04_p71_cielab. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CW.2004.23"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1109\/CCDC.2008.4597299","volume-title":"Recognition of qr code with mobile phones. In 2008 Chinese control and decision conference","author":"Liu Yue","year":"2008","unstructured":"Yue Liu , Ju Yang , and Mingjun Liu . Recognition of qr code with mobile phones. In 2008 Chinese control and decision conference , pages 203 -- 206 . IEEE , 2008 . Yue Liu, Ju Yang, and Mingjun Liu. Recognition of qr code with mobile phones. In 2008 Chinese control and decision conference, pages 203--206. IEEE, 2008."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1859995.1860012"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2500423.2500437"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524510"},{"issue":"2","key":"e_1_3_2_1_19_1","first-page":"66","article-title":"Learning-based color adaptation for barcode stream recognition over screen-camera links. Proceedings of the ACM on Interactive, Mobile","volume":"3","author":"Zhan Tong","year":"2019","unstructured":"Tong Zhan , Wenzhong Li , Xu Chen , and Sanglu Lu. Megalight : Learning-based color adaptation for barcode stream recognition over screen-camera links. Proceedings of the ACM on Interactive, Mobile , Wearable and Ubiquitous Technologies , 3 ( 2 ): 66 , 2019 . Tong Zhan, Wenzhong Li, Xu Chen, and Sanglu Lu. Megalight: Learning-based color adaptation for barcode stream recognition over screen-camera links. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 3(2):66, 2019.","journal-title":"Wearable and Ubiquitous Technologies"},{"key":"e_1_3_2_1_20_1","volume-title":"Hide and seek: An introduction to steganography","author":"Provos Niels","year":"2003","unstructured":"Niels Provos and Peter Honeyman . Hide and seek: An introduction to steganography . IEEE security & privacy, 1(3):32--44, 2003 . Niels Provos and Peter Honeyman. Hide and seek: An introduction to steganography. IEEE security & privacy, 1(3):32--44, 2003."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/1564551"},{"key":"e_1_3_2_1_22_1","first-page":"2","volume-title":"ISSA","volume":"1","author":"Morkel Tayana","year":"2005","unstructured":"Tayana Morkel , Jan HP Eloff , and Martin S Olivier . An overview of image steganography . In ISSA , volume 1 , page 2 , 2005 . Tayana Morkel, Jan HP Eloff, and Martin S Olivier. An overview of image steganography. In ISSA, volume 1, page 2, 2005."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-1684(98)00015-2"},{"key":"e_1_3_2_1_24_1","first-page":"2069","volume-title":"Advances in Neural Information Processing Systems","author":"Baluja Shumeet","year":"2017","unstructured":"Shumeet Baluja . Hiding images in plain sight: Deep steganography . In Advances in Neural Information Processing Systems , pages 2069 -- 2079 , 2017 . Shumeet Baluja. Hiding images in plain sight: Deep steganography. In Advances in Neural Information Processing Systems, pages 2069--2079, 2017."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00161"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1088\/0954-898X_7_4_002"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/17383"},{"key":"e_1_3_2_1_28_1","unstructured":"Hilight: Real-time screen-camera communication behind the scene. https:\/\/github.com\/Tianxing-Dartmouth\/HiLight. Accessed: 2020-02-27.  Hilight: Real-time screen-camera communication behind the scene. https:\/\/github.com\/Tianxing-Dartmouth\/HiLight. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1985.1168147"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2004.825086"},{"key":"e_1_3_2_1_31_1","volume-title":"U-net: Convolutional networks for biomedical image segmentation. ArXiv, abs\/1505.04597","author":"Ronneberger Olaf","year":"2015","unstructured":"Olaf Ronneberger , Philipp Fischer , and Thomas Brox . U-net: Convolutional networks for biomedical image segmentation. ArXiv, abs\/1505.04597 , 2015 . Olaf Ronneberger, Philipp Fischer, and Thomas Brox. U-net: Convolutional networks for biomedical image segmentation. ArXiv, abs\/1505.04597, 2015."},{"key":"e_1_3_2_1_32_1","volume-title":"Computer Vision: Algorithms and Applications","author":"Szeliski Richard","year":"2010","unstructured":"Richard Szeliski . Computer Vision: Algorithms and Applications . Springer-Verlag, Berlin , Heidelberg , 1 st edition, 2010 . Richard Szeliski. Computer Vision: Algorithms and Applications. Springer-Verlag, Berlin, Heidelberg, 1st edition, 2010.","edition":"1"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"e_1_3_2_1_34_1","volume-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861","author":"Howard Andrew G","year":"2017","unstructured":"Andrew G Howard , Menglong Zhu , Bo Chen , Dmitry Kalenichenko , Weijun Wang , Tobias Weyand , Marco Andreetto , and Hartwig Adam . Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861 , 2017 . Andrew G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam. Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861, 2017."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"e_1_3_2_1_37_1","volume-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167","author":"Ioffe Sergey","year":"2015","unstructured":"Sergey Ioffe and Christian Szegedy . Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167 , 2015 . Sergey Ioffe and Christian Szegedy. Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167, 2015."},{"key":"e_1_3_2_1_38_1","unstructured":"tf.keras.losses.binarycrossentropy. https:\/\/www.tensorflow.org\/api_docs\/python\/tf\/keras\/losses\/BinaryCrossentropy. Accessed: 2020-02-27.  tf.keras.losses.binarycrossentropy. https:\/\/www.tensorflow.org\/api_docs\/python\/tf\/keras\/losses\/BinaryCrossentropy. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_39_1","unstructured":"Screen tearing effect. https:\/\/forums.developer.nvidia.com\/t\/screen-tearing-effect\/30477. Accessed: 2020-02-27.  Screen tearing effect. https:\/\/forums.developer.nvidia.com\/t\/screen-tearing-effect\/30477. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_40_1","volume-title":"Polynomial codes over certain finite fields. Journal of the society for industrial and applied mathematics, 8(2):300--304","author":"Reed Irving S","year":"1960","unstructured":"Irving S Reed and Gustave Solomon . Polynomial codes over certain finite fields. Journal of the society for industrial and applied mathematics, 8(2):300--304 , 1960 . Irving S Reed and Gustave Solomon. Polynomial codes over certain finite fields. Journal of the society for industrial and applied mathematics, 8(2):300--304, 1960."},{"key":"e_1_3_2_1_41_1","unstructured":"Official bsd checksum source code. https:\/\/svnweb.freebsd.org\/base\/stable\/9\/usr.bin\/cksum\/sum1.c?revision=225736&view=markup. Accessed: 2020-02-27.  Official bsd checksum source code. https:\/\/svnweb.freebsd.org\/base\/stable\/9\/usr.bin\/cksum\/sum1.c?revision=225736&view=markup. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_42_1","unstructured":"The best free stock videos shared by the pexels community. https:\/\/www.pexels.com\/videos\/. Accessed: 2020-02-27.  The best free stock videos shared by the pexels community. https:\/\/www.pexels.com\/videos\/. Accessed: 2020-02-27."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCS.2006.1615267"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM.2009.4912750"}],"event":{"name":"IPSN '21: The 20th International Conference on Information Processing in Sensor Networks","sponsor":["IEEE-SPS Signal Processing Society","SIGBED ACM Special Interest Group on Embedded Systems"],"location":"Nashville TN USA","acronym":"IPSN '21"},"container-title":["Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3412382.3458269","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3412382.3458269","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:25:01Z","timestamp":1750195501000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3412382.3458269"}},"subtitle":["Robust &amp; Unobtrusive Real-time Screen-Camera Communication for Real-World Displays"],"short-title":[],"issued":{"date-parts":[[2021,5,18]]},"references-count":44,"alternative-id":["10.1145\/3412382.3458269","10.1145\/3412382"],"URL":"https:\/\/doi.org\/10.1145\/3412382.3458269","relation":{},"subject":[],"published":{"date-parts":[[2021,5,18]]},"assertion":[{"value":"2021-05-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}