|Pre-prints| Publications | Patents | Book Chapters|
Pre-prints
Publications
2022 | 2021 | 2020 | 2019 | 2018 | 2017| 2016 | 2015 | 2014
2022
Piero Esposito, Parmida Atighehchian, Anastasis Germanidis, Deepti Ghadiyaram
[[arxiv]] Workshop on Algorithmic Fairness through the Lens of Time, NeurIPS'2023
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Helping Visually Challenged People Take Better Quality Pictures Maniratnam Mandal, Deepti Ghadiyaram , Danna Gurari, and Alan Bovik [pdf] IEEE Transactions of Image Processing, 2022 |
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Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, and Deepti Ghadiyaram ECCV 2022 [pdf] [code] |
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Telepresence Video Quality Assessment Zhenqiang Ying, Deepti Ghadiyaram*, and Alan Bovik* (equal contribution) ECCV 2022 [pdf] |
2021
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Generic Event Boundary Detection: A Benchmark for Event Segmentation Mike Zheng Shou, Stan Weixian Lei, Weiyao Wang, Deepti Ghadiyaram , Matt Feiszli ICCV 2021 [pdf] |
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Patch-VQ: 'Patching Up' the Video Quality Problem Zhenqiang Ying, Maniratnam Mandal, Deepti Ghadiyaram*, Alan Bovik* (* equal contribution) CVPR 2021 [ pdf] [ Code ] |
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How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language Amanda Duarte, Shruti Palaskar, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, and Xavier Giro-i-Nieto CVPR 2021 [pdf] [press] |
2020
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Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias Krishna Kumar Singh, Dhruv Mahajan, Kristen Grauman, Yong-Jae Lee, Matt Feiszli, and Deepti Ghadiyaram CVPR 2020 [pdf] [project page] |
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From patches to pictures (PaQ-2-PiQ): Mapping the perceptual space of picture quality Zhenheng Ying+, Haoran Niu+, Praful Gupta, Dhruv Mahajan, Deepti Ghadiyaram+, and Alan Bovik+ + equal contribution CVPR 2020 [pdf] [project page] |
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ClusterFit: Improving Generalization of Visual Representations Xueting Yan+, Ishan Misra+, Abhinav Gupta, Deepti Ghadiyaram+, and Dhruv Mahajan+ + equal contribution CVPR 2020 [pdf] |
2019
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Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram, Matt Feiszli, Du Tran, Xueting Yan, Heng Wang, and Dhruv Mahajan CVPR 2019 [pdf] [code] |
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Activity driven weakly supervised object detection Zhenheng Yang, Dhruv Mahajan, Deepti Ghadiyaram, Ram Nevatia, and Vigensh Ramanathan CVPR 2019 [pdf] |
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Less is more: Learning highlight detection from video duration Bo Xiong, Yannis Kalantidis, Deepti Ghadiyaram, and Kristen Grauman CVPR 2019 [pdf] |
2018
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Learning a Continuous-Time Streaming Video QoE Model Deepti Ghadiyaram, Janice Pan, and Alan C. Bovik IEEE Transactions of Image Processing, 2018 [pdf] |
2017
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Deep Convolutional Neural Models for Picture Quality Prediction Jongyoo Kim, Hui Zeng, Deepti Ghadiyaram, Sanghoon Lee, Lei Zhang, and Alan C. Bovik IEEE Signal Processing Magazine, Nov. 2017. [pdf] |
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A Subjective and Objective Study of Stalling Events in Mobile Streaming Videos Deepti Ghadiyaram, Janice Pan, and Alan C. Bovik IEEE Transactions on Circuits and Systems for Video Technology, Oct. 2017 [pdf] |
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Large-scale Crowdsourced Study for tone-mapped HDR pictures Debarati Kundu, Deepti Ghadiyaram, Alan C. Bovik, and Brian Evans IEEE Transactions of Image Processing, Oct. 2017 [pdf] |
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A No-Reference Video Quality Predictor for Compression and Scaling Artifacts Deepti Ghadiyaram, Chao Chen, Sasi Inguva, and Anil Kokaram ICIP, Sept. 2017 [pdf] |
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In-capture Mobile Video Distortions: A Study of Subjective Behavior and Objective Algorithms Deepti Ghadiyaram, Janice Pan, Alan C. Bovik, Anush Krishna Moorthy, Prasanjit Panda, and Kai-Chieh Yang IEEE Transactions on Circuits and Systems for Video Technology, May 2017 [pdf] |
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No-Reference Quality Assessment of High Dynamic Range Pictures Debarati Kundu, Deepti Ghadiyaram, Alan C. Bovik, and Brian Evans IEEE Transactions of Image Processing, March. 2017 [pdf] [ code ] |
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Subjective and Objective Quality Assessment of Mobile Videos with In-Capture Distortions Deepti Ghadiyaram, Janice Pan, Alan C. Bovik, Anush Krishna Moorthy, Prasanjit Panda, and Kai-Chieh Yang ICASSP, Mar 2017 [pdf] |
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Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach Deepti Ghadiyaram and Alan C. Bovik Journal of Vision, Jan 2017 [pdf] [ code ] |
2016
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Massive Online Crowdsourced Study of Subjective and Objective Picture Quality Deepti Ghadiyaram and Alan C. Bovik IEEE Transactions of Image Processing, Jan. 2016 [pdf] [Database] |
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No-reference Image Quality Assessment for High Dynamic Range Images Debarati Kundu, Deepti Ghadiyaram, Alan C. Bovik, and Brian Evans Asilomar Conference on Signals, Systems, May. 2016 [pdf] [ code ] |
2015
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A time-varying subjective quality model for mobile streaming videos with stalling events Deepti Ghadiyaram, Janice Pan, and Alan C. Bovik SPIE Engineering + Applications, Aug 2015 [pdf] |
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Feature Maps Driven No-Reference Image Quality Prediction of Naturally Distorted Images Deepti Ghadiyaram and Alan C. Bovik SPIE Conference of Human Vision and Electronic Imaging, Feb 2015 [pdf] |
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Scene Statistics of Authentically Distorted Images in Perceptually Relevant Color Spaces for Blind Image Quality Assessment Deepti Ghadiyaram and Alan C. Bovik ICIP, Jan 2015 [pdf] |
2014
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Online Crowdsourcing of Subjective Quality Assessment of Images Deepti Ghadiyaram and Alan C. Bovik Journal of Vision, May 2014 [pdf] |
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Delivery quality score model for internet video Hojatollah Yeganeh, Roman Kordasiewicz, Michael Gallant, Deepti Ghadiyaram, and Alan C. Bovik Journal of Vision, Oct. 2014 [pdf] |
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Crowdsourcing Study of Subjective Image Quality Deepti Ghadiyaram and Alan C. Bovik Asilomar Conf. Signals, Systems, and Computers, Nov. 2014 [pdf] |
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Blind Image Quality Assessment on Real Distorted Images using Deep Belief Nets Deepti Ghadiyaram and Alan C. Bovik Global SIP, Dec. 2014 [pdf] |
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Study of the effects of stalling events on the Quality of Experience of mobile streaming videos Deepti Ghadiyaram, Alan C. Bovik, Hojatollah Yeganeh, Roman Kordasiewicz, and Michael Gallant Global SIP, Dec. 2014 [pdf] |
Patents
- Predicting a viewer’s quality of experience, Deepti Ghadiyaram, Janice Pan, Alan C Bovik [PDF]