{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T16:39:41Z","timestamp":1764175181229,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,6,11]],"date-time":"2022-06-11T00:00:00Z","timestamp":1654905600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSF EPCN funding","award":["1934767"],"award-info":[{"award-number":["1934767"]}]},{"name":"NSF RTML funding","award":["1937592"],"award-info":[{"award-number":["1937592"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,6,18]]},"DOI":"10.1145\/3470496.3527443","type":"proceedings-article","created":{"date-parts":[[2022,5,31]],"date-time":"2022-05-31T19:06:01Z","timestamp":1654023961000},"page":"610-622","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["EyeCoD"],"prefix":"10.1145","author":[{"given":"Haoran","family":"You","sequence":"first","affiliation":[{"name":"Rice University"}]},{"given":"Cheng","family":"Wan","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Yang","family":"Zhao","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Zhongzhi","family":"Yu","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Yonggan","family":"Fu","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Jiayi","family":"Yuan","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Shang","family":"Wu","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Shunyao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Yongan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Chaojian","family":"Li","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Vivek","family":"Boominathan","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Ashok","family":"Veeraraghavan","sequence":"additional","affiliation":[{"name":"Rice University"}]},{"given":"Ziyun","family":"Li","sequence":"additional","affiliation":[{"name":"Meta Reality Labs"}]},{"given":"Yingyan","family":"Lin","sequence":"additional","affiliation":[{"name":"Rice University"}]}],"member":"320","published-online":{"date-parts":[[2022,6,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Micheal Ambrash. 2021. Creating the Future: Augmented Reality the Next Human-Machine Interface. In IEDM. 1--4.  Micheal Ambrash. 2021. Creating the Future: Augmented Reality the Next Human-Machine Interface. In IEDM. 1--4.","DOI":"10.1109\/IEDM19574.2021.9720526"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.5.000001"},{"key":"e_1_3_2_1_3_1","volume-title":"Flatcam: Thin, bare-sensor cameras using coded aperture and computation. arXiv preprint arXiv:1509.00116","author":"Asif M Salman","year":"2015","unstructured":"M Salman Asif , Ali Ayremlou , Aswin Sankaranarayanan , Ashok Veeraraghavan , and Richard Baraniuk . 2015 . Flatcam: Thin, bare-sensor cameras using coded aperture and computation. arXiv preprint arXiv:1509.00116 (2015). M Salman Asif, Ali Ayremlou, Aswin Sankaranarayanan, Ashok Veeraraghavan, and Richard Baraniuk. 2015. Flatcam: Thin, bare-sensor cameras using coded aperture and computation. arXiv preprint arXiv:1509.00116 (2015)."},{"key":"e_1_3_2_1_4_1","volume-title":"Bare-Sensor Cameras using Coded Aperture and Computation. (08","author":"Asif Salman","year":"2015","unstructured":"Salman Asif , Ali Ayremlou , Aswin Sankaranarayanan , Ashok Veeraraghavan , and Richard Baraniuk . 2015. FlatCam : Thin , Bare-Sensor Cameras using Coded Aperture and Computation. (08 2015 ). Salman Asif, Ali Ayremlou, Aswin Sankaranarayanan, Ashok Veeraraghavan, and Richard Baraniuk. 2015. FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation. (08 2015)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2015.2504466"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2015.2504466"},{"key":"e_1_3_2_1_7_1","unstructured":"V. Boominathan J. Adams J. Robinson and A. Veeraraghavan. 2020. PhlatCam: Designed phase-mask based thin lensless camera. IEEE Transactions on Pattern Analysis and Machine Intelligence (2020) 1--1.  V. Boominathan J. Adams J. Robinson and A. Veeraraghavan. 2020. PhlatCam: Designed phase-mask based thin lensless camera. IEEE Transactions on Pattern Analysis and Machine Intelligence (2020) 1--1."},{"key":"e_1_3_2_1_8_1","volume-title":"Electronics & Mobile Communication Conference (UEMCON). IEEE, 951--959","author":"Brousseau Braiden","year":"2018","unstructured":"Braiden Brousseau , Jonathan Rose , and Moshe Eizenman . 2018 . Smarteye: An accurate infrared eye tracking system for smartphones. In 2018 9th IEEE Annual Ubiquitous Computing , Electronics & Mobile Communication Conference (UEMCON). IEEE, 951--959 . Braiden Brousseau, Jonathan Rose, and Moshe Eizenman. 2018. Smarteye: An accurate infrared eye tracking system for smartphones. In 2018 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON). IEEE, 951--959."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00568"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.104"},{"key":"e_1_3_2_1_11_1","volume-title":"Molnar","author":"Chen Huaijin G.","year":"2016","unstructured":"Huaijin G. Chen , Suren Jayasuriya , Jiyue Yang , Judy Stephen , Sriram Sivaramakrishnan , Ashok Veeraraghavan , and Alyosha C . Molnar . 2016 . ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels. CoRR abs\/1605.03621 (2016). arXiv:1605.03621 http:\/\/arxiv.org\/abs\/1605.03621 Huaijin G. Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, and Alyosha C. Molnar. 2016. ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels. CoRR abs\/1605.03621 (2016). arXiv:1605.03621 http:\/\/arxiv.org\/abs\/1605.03621"},{"key":"e_1_3_2_1_12_1","volume-title":"JSSC 2017 52","author":"Chen Y.","year":"2017","unstructured":"Y. Chen , T. Krishna , J. Emer , and V. Sze . 2017. Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks . JSSC 2017 52 , 1 ( 2017 ), 127--138. Y. Chen, T. Krishna, J. Emer, and V. Sze. 2017. Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks. JSSC 2017 52, 1 (2017), 127--138."},{"volume-title":"Proceedings of The European Conference on Computer Vision.","author":"Cheng Y.","key":"e_1_3_2_1_13_1","unstructured":"Y. Cheng , F. Lu , and X. Zhang . 2018. Appearance-based gaze estimation via evaluation-guided asymmetric regression . In Proceedings of The European Conference on Computer Vision. Y. Cheng, F. Lu, and X. Zhang. 2018. Appearance-based gaze estimation via evaluation-guided asymmetric regression. In Proceedings of The European Conference on Computer Vision."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1364\/OE.19.004294"},{"volume-title":"Proceedings of the International Conference on Computer Vision. 3162--3171","author":"Deng H.","key":"e_1_3_2_1_15_1","unstructured":"H. Deng and W. Zhu . 2017. Monocular free-head 3d gaze tracking with deep learning and geometry constraints . In Proceedings of the International Conference on Computer Vision. 3162--3171 . H. Deng and W. Zhu. 2017. Monocular free-head 3d gaze tracking with deep learning and geometry constraints. In Proceedings of the International Conference on Computer Vision. 3162--3171."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1117\/12.2050760"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2749469.2750389"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42613.2021.9365965"},{"volume-title":"Proceedings of the European Conference on Computer Vision.","author":"Fischer T.","key":"e_1_3_2_1_19_1","unstructured":"T. Fischer , Jin Chang , Demiris H., and Y. : Rt-gene. 2018. Real-time eye gaze estimation in natural environments . In Proceedings of the European Conference on Computer Vision. T. Fischer, Jin Chang, Demiris H., and Y.: Rt-gene. 2018. Real-time eye gaze estimation in natural environments. In Proceedings of the European Conference on Computer Vision."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00512"},{"key":"e_1_3_2_1_21_1","volume-title":"Openeds: Open eye dataset. arXiv preprint arXiv:1905.03702","author":"Garbin Stephan J","year":"2019","unstructured":"Stephan J Garbin , Yiru Shen , Immo Schuetz , Robert Cavin , Gregory Hughes , and Sachin S Talathi . 2019 . Openeds: Open eye dataset. arXiv preprint arXiv:1905.03702 (2019). Stephan J Garbin, Yiru Shen, Immo Schuetz, Robert Cavin, Gregory Hughes, and Sachin S Talathi. 2019. Openeds: Open eye dataset. arXiv preprint arXiv:1905.03702 (2019)."},{"key":"e_1_3_2_1_22_1","first-page":"45","article-title":"A 2.71 nJ\/pixel gaze-activated object recognition system for low-power mobile smart glasses","volume":"51","author":"Hong Injoon","year":"2015","unstructured":"Injoon Hong , Kyeongryeol Bong , Dongjoo Shin , Seongwook Park , Kyuho Jason Lee , Youchang Kim , and Hoi-Jun Yoo . 2015 . A 2.71 nJ\/pixel gaze-activated object recognition system for low-power mobile smart glasses . IEEE Journal of SolidState Circuits 51 , 1 (2015), 45 -- 55 . Injoon Hong, Kyeongryeol Bong, Dongjoo Shin, Seongwook Park, Kyuho Jason Lee, Youchang Kim, and Hoi-Jun Yoo. 2015. A 2.71 nJ\/pixel gaze-activated object recognition system for low-power mobile smart glasses. IEEE Journal of SolidState Circuits 51, 1 (2015), 45--55.","journal-title":"IEEE Journal of SolidState Circuits"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738433"},{"key":"e_1_3_2_1_24_1","first-page":"4700","volume-title":"Proceedings of the IEEE conference on Computer Vision and Pattern Recognition.","author":"Huang G.","unstructured":"G. Huang , Z. Liu , Van Der Maaten , Weinberger L., and K. Q. : Densely connected convolutional networks. 2017 . In: Proceedings of the IEEE conference on Computer Vision and Pattern Recognition. p (2017), 4700 -- 4708 . G. Huang, Z. Liu, Van Der Maaten, Weinberger L., and K. Q.: Densely connected convolutional networks. 2017. In: Proceedings of the IEEE conference on Computer Vision and Pattern Recognition. p (2017), 4700--4708."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3355089.3356557"},{"key":"e_1_3_2_1_26_1","volume-title":"Flatnet: Towards photorealistic scene reconstruction from lensless measurements","author":"Khan Salman Siddique","year":"2020","unstructured":"Salman Siddique Khan , Varun Sundar , Vivek Boominathan , Ashok Veeraraghavan , and Kaushik Mitra . 2020 . Flatnet: Towards photorealistic scene reconstruction from lensless measurements . IEEE Transactions on Pattern Analysis and Machine Intelligence ( 2020). Salman Siddique Khan, Varun Sundar, Vivek Boominathan, Ashok Veeraraghavan, and Kaushik Mitra. 2020. Flatnet: Towards photorealistic scene reconstruction from lensless measurements. IEEE Transactions on Pattern Analysis and Machine Intelligence (2020)."},{"volume-title":"Proceedings of the International Conference on Learning Representations.","author":"Kingma D. P.","key":"e_1_3_2_1_27_1","unstructured":"D. P. Kingma and J. : Adam: A Ba. 2015. method for stochastic optimization . In Proceedings of the International Conference on Learning Representations. D. P. Kingma and J.: Adam: A Ba. 2015. method for stochastic optimization. In Proceedings of the International Conference on Learning Representations."},{"volume-title":"IEEE Conference on Computer Vision and Pattern Recognition (CVPR.","author":"Krafka K.","key":"e_1_3_2_1_28_1","unstructured":"K. Krafka , A. Khosla , P. Kellnhofer , H. Kannan , S. Bhandarkar , W. Matusik , and A. Torralba . 2016. Eye tracking for everyone . In IEEE Conference on Computer Vision and Pattern Recognition (CVPR. K. Krafka, A. Khosla, P. Kellnhofer, H. Kannan, S. Bhandarkar, W. Matusik, and A. Torralba. 2016. Eye tracking for everyone. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00073"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050797"},{"key":"e_1_3_2_1_31_1","volume-title":"Syed Shakib Sarwar, and Tsung-Hsun Tsai","author":"Liu Chiao","year":"2020","unstructured":"Chiao Liu , Andrew Berkovich , Qing Chao , Song Chen , Ziyun Li , Hans Reyserhove , Syed Shakib Sarwar, and Tsung-Hsun Tsai . 2020 . Intelligent Vision Sensors for AR\/VR. In Imaging Systems and Applications. Optical Society of America , ITu5G-1. Chiao Liu, Andrew Berkovich, Qing Chao, Song Chen, Ziyun Li, Hans Reyserhove, Syed Shakib Sarwar, and Tsung-Hsun Tsai. 2020. Intelligent Vision Sensors for AR\/VR. In Imaging Systems and Applications. Optical Society of America, ITu5G-1."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEDM19573.2019.8993566"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460418.3479360"},{"volume-title":"European conference on computer vision. 483--499","author":"Newell A.","key":"e_1_3_2_1_34_1","unstructured":"A. Newell , K. Yang , and J. Deng . 2016. Stacked hourglass networks for human pose estimation . In European conference on computer vision. 483--499 . A. Newell, K. Yang, and J. Deng. 2016. Stacked hourglass networks for human pose estimation. In European conference on computer vision. 483--499."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21144769"},{"volume-title":"European conference on computer vision.","author":"Park S.","key":"e_1_3_2_1_36_1","unstructured":"S. Park , A. Spurr , and O. Hilliges . 2018. Deep pictorial gaze estimation . In European conference on computer vision. S. Park, A. Spurr, and O. Hilliges. 2018. Deep pictorial gaze estimation. In European conference on computer vision."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1364\/AO.57.002841"},{"key":"e_1_3_2_1_38_1","unstructured":"David G. Stork. 2013. Lensless Ultra-Miniature CMOS Computational Imagers and Sensors.  David G. Stork. 2013. Lensless Ultra-Miniature CMOS Computational Imagers and Sensors."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.235"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACV.2002.1182180"},{"key":"e_1_3_2_1_41_1","first-page":"35","article-title":"3d morphable model of the eye region. In","volume":"37","author":"Wood E.","year":"2016","unstructured":"E. Wood , T. Baltru\u0161aitis , L. P. Morency , P. Robinson , and A.: A Bulling . 2016 . 3d morphable model of the eye region. In : Proceedings of the 37 (2016), 35 -- 36 . E. Wood, T. Baltru\u0161aitis, L. P. Morency, P. Robinson, and A.: A Bulling. 2016. 3d morphable model of the eye region. In: Proceedings of the 37 (2016), 35--36.","journal-title":"Proceedings of the"},{"volume-title":"Proceedings of the Symposium on Eye Tracking Research and Applications. ACM, 207--210","author":"Wood E.","key":"e_1_3_2_1_42_1","unstructured":"E. Wood and A. : Eyetab Bulling. 2014. Model-based gaze estimation on unmodified tablet computers . In Proceedings of the Symposium on Eye Tracking Research and Applications. ACM, 207--210 . E.Wood and A.: Eyetab Bulling. 2014. Model-based gaze estimation on unmodified tablet computers. In Proceedings of the Symposium on Eye Tracking Research and Applications. ACM, 207--210."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01099"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3445814.3446715"},{"volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 4511--4520","author":"Zhang X.","key":"e_1_3_2_1_45_1","unstructured":"X. Zhang , Y. Sugano , M. Fritz , and A. Bulling . 2015. Appearance-based gaze estimation in the wild . In Proceedings of the IEEE conference on computer vision and pattern recognition. 4511--4520 . X. Zhang, Y. Sugano, M. Fritz, and A. Bulling. 2015. Appearance-based gaze estimation in the wild. In Proceedings of the IEEE conference on computer vision and pattern recognition. 4511--4520."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3466752.3480056"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00082"}],"event":{"name":"ISCA '22: The 49th Annual International Symposium on Computer Architecture","sponsor":["SIGARCH ACM Special Interest Group on Computer Architecture","IEEE CS TCAA IEEE CS technical committee on architectural acoustics"],"location":"New York New York","acronym":"ISCA '22"},"container-title":["Proceedings of the 49th Annual International Symposium on Computer Architecture"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3470496.3527443","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3470496.3527443","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:18:54Z","timestamp":1750191534000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3470496.3527443"}},"subtitle":["eye tracking system acceleration via flatcam-based algorithm & accelerator co-design"],"short-title":[],"issued":{"date-parts":[[2022,6,11]]},"references-count":47,"alternative-id":["10.1145\/3470496.3527443","10.1145\/3470496"],"URL":"https:\/\/doi.org\/10.1145\/3470496.3527443","relation":{},"subject":[],"published":{"date-parts":[[2022,6,11]]},"assertion":[{"value":"2022-06-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}