{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T02:55:56Z","timestamp":1764212156917,"version":"3.28.0"},"reference-count":79,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1109\/wacv45572.2020.9093568","type":"proceedings-article","created":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T03:41:09Z","timestamp":1589514069000},"page":"289-298","source":"Crossref","is-referenced-by-count":14,"title":["On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs"],"prefix":"10.1109","author":[{"given":"Sandipan","family":"Banerjee","sequence":"first","affiliation":[]},{"given":"Walter J.","family":"Scheirer","sequence":"additional","affiliation":[]},{"given":"Kevin W.","family":"Bowyer","sequence":"additional","affiliation":[]},{"given":"Patrick J.","family":"Flynn","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.728"},{"key":"ref72","article-title":"Generative image inpainting with contextual attention","author":"yang","year":"2018","journal-title":"CVPR"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/1964921.1964955"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref76","article-title":"Multi-scale context aggregation by dilated convolutions","author":"yu","year":"2016","journal-title":"ICLRE"},{"key":"ref77","article-title":"Colorful image colorization","author":"zhang","year":"2016","journal-title":"ECCV"},{"article-title":"Learning face representation from scratch","year":"0","author":"yi","key":"ref74"},{"key":"ref39","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"ICLRE"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.430"},{"key":"ref38","first-page":"1755","article-title":"Dlib-ml: A machine learning toolkit","volume":"10","author":"king","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref79","article-title":"Identity preserving face completion for large ocular region occlusion","author":"zhao","year":"2018","journal-title":"BMVC"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00183"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2017.05.008"},{"key":"ref30","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"ICML"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925871"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref35","article-title":"Progressive growing of gans for improved quality, stability, and variation","author":"karras","year":"2018","journal-title":"ICLRE"},{"key":"ref34","article-title":"Perceptual losses for realtime style transfer and super-resolution","author":"johnson","year":"2016","journal-title":"ECCV"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201393"},{"key":"ref62","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"radford","year":"2016","journal-title":"ICLRE"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00194"},{"key":"ref63","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"MICCAI"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.267"},{"key":"ref64","article-title":"Improved techniques for training gans","author":"salimans","year":"2016","journal-title":"NIPS"},{"key":"ref27","article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","author":"huang","year":"2007","journal-title":"Technical Report 07&#x2013;49"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.207"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073659"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.141"},{"key":"ref68","article-title":"Texture networks: Feed-forward synthesis of textures and stylized images","author":"ulyanov","year":"2016","journal-title":"ICML"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.645"},{"key":"ref2","article-title":"Face aging with conditional generative adversarial networks","author":"antipov","year":"2017","journal-title":"ICIP"},{"key":"ref1","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"OSDI"},{"key":"ref20","article-title":"Generative adversatial nets","author":"goodfellow","year":"2014","journal-title":"NIPS"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299058"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298642"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref26","article-title":"Gans trained by a two time-scale update rule converge to a local nash equilibrium","author":"heusel","year":"2017","journal-title":"NeurIPS"},{"article-title":"Attgan: Facial attribute editing by only changing what you want","year":"2017","author":"he","key":"ref25"},{"key":"ref50","article-title":"Rectifier nonlinearities improve neural network acoustic models","author":"mass","year":"2013","journal-title":"ICML"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.5244\/C.18.37"},{"key":"ref59","article-title":"Lessons from collecting a million biometric samples","author":"phillips","year":"2016","journal-title":"Image and Vision Computing"},{"journal-title":"On Automatic Differentiation","year":"2017","author":"paszke","key":"ref58"},{"key":"ref57","article-title":"Deep face recognition","author":"parkhi","year":"2015","journal-title":"BMVC"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00024"},{"article-title":"Edgeconnect: Generative image inpainting with adversarial edge learning","year":"2019","author":"nazeri","key":"ref55"},{"key":"ref54","article-title":"Fsnet: An identity-aware generative model for image-based face swapping","author":"natsume","year":"2018","journal-title":"ACCV"},{"key":"ref53","article-title":"Photorealistic face de-identification by aggregating donors&#x2019; face components","author":"mosaddegh","year":"2014","journal-title":"ACCV"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1576246.1531363"},{"key":"ref10","article-title":"Face swapping: Automatically replacing faces in photographs","author":"bitouk","year":"2005","journal-title":"SIGGRAPH"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.116"},{"key":"ref40","article-title":"Fast faceswap using convolutional neural networks","author":"korshunova","year":"2017","journal-title":"ICCV"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00020"},{"article-title":"High resolution face completion with multiple controllable attributes via fully end-to-end progressive generative adversarial networks","year":"2018","author":"chen","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00916"},{"journal-title":"Keras","year":"2015","author":"chollet","key":"ref15"},{"key":"ref16","article-title":"Face synthesis from facial identity features","author":"cole","year":"2017","journal-title":"CVPR"},{"key":"ref17","article-title":"Deep generative image models using a laplacian pyramid of adversarial networks","author":"denton","year":"2015","journal-title":"NIPS"},{"article-title":"A neural algorithm of artistic style","year":"2015","author":"gatys","key":"ref18"},{"key":"ref19","article-title":"Conditional generative adversarial networks for convolutional face generation","author":"gauthier","year":"2015","journal-title":"Tech Report"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00009"},{"key":"ref3","article-title":"Srefi: Synthesis of realistic example face images","author":"banerjee","year":"2017","journal-title":"IJCB"},{"key":"ref6","article-title":"Pixelnn: Examplebased image synthesis","author":"bansal","year":"2018","journal-title":"ICLRE"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00230"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/344779.344972"},{"key":"ref7","article-title":"Towards openset identity preserving face synthesis","author":"bao","year":"2018","journal-title":"CVPR"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46454-1_35"},{"article-title":"Began: Boundary equilibrium generative adversarial networks","year":"0","author":"berthelot","key":"ref9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.425"},{"key":"ref45","article-title":"Neighbor combination and transformation for hallucinating faces","author":"liu","year":"2005","journal-title":"ICME"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.76"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.304"},{"key":"ref42","article-title":"Learning representations for automatic colorization","author":"larsson","year":"2016","journal-title":"ECCV"},{"key":"ref41","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.624"},{"article-title":"Learning symmetry consistent deep cnns for face completion","year":"2018","author":"li","key":"ref43"}],"event":{"name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","start":{"date-parts":[[2020,3,1]]},"location":"Snowmass Village, CO, USA","end":{"date-parts":[[2020,3,5]]}},"container-title":["2020 IEEE Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9087828\/9093261\/09093568.pdf?arnumber=9093568","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T15:18:24Z","timestamp":1656602304000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9093568\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/wacv45572.2020.9093568","relation":{},"subject":[],"published":{"date-parts":[[2020,3]]}}}