Publications

Vaishnav Potlapalli, Syed Waqas Zamir, Salman Khan, Fahad Khan (2024). PromptIR: Prompting for All-in-One Image Restoration. Advances in Neural Information Processing Systems 36 (NeurIPS 2023).

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Nancy Mehta, Akshay Dudhane, Subrahmanyam Murala, Syed Waqas Zamir, Salman Khan, Fahad Khan (2023). Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Khan, Ming-Hsuan Yang (2023). Burstormer: Burst Image Restoration and Enhancement Transformer. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao (2022). Learning Enriched Features for Fast Image Restoration and Enhancement. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang (2022). Restormer: Efficient Transformer for High-Resolution Image Restoration. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu (2022). Transformers in Medical Imaging: A Survey. arXiv:2201.09873.

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Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Khan, Ming-Hsuan Yang (2022). Burst Image Restoration and Enhancement. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah (2021). Transformers in Vision: A Survey. ACM Computing Surveys (CSUR).

Codruta O Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Syed Waqas Zamir, and Others (2021). NTIRE 2021 NonHomogeneous Dehazing Challenge Report. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Abdullah Abuolaim, Radu Timofte, Michael S Brown, Syed Waqas Zamir, and Others (2021). NTIRE 2021 Challenge for Defocus Deblurring Using Dual-Pixel Images: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao (2021). Multi-Stage Progressive Image Restoration. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang (2021). Low Light Image Enhancement via Global and Local Context Modeling. arXiv:2101.00850.

Syed Waqas Zamir, Aditya Arora, Salman Khan, Fahad Shahbaz Khan, Ling Shao (2021). Learning Digital Camera Pipeline for Extreme Low-Light Imaging. Neurocomputing.

Seungjun Nah, Sanghyun Son, Suyoung Lee, Radu Timofte, Kyoung Mu Lee, Syed Waqas Zamir, and Others (2021). https://openaccess.thecvf.com/content/CVPR2021W/NTIRE/papers/Nah_NTIRE_2021_Challenge_on_Image_Deblurring_CVPRW_2021_paper.pdf. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao (2020). Learning Enriched Features for Real Image Restoration and Enhancement. IEEE/CVF European Conference on Computer Vision (ECCV).

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Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman Khan, Syed Waqas Zamir, Fahad Shahbaz Khan (2020). Synthesizing the Unseen for Zero-shot Object Detection. Asian Conference on Computer Vision (ACCV).

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Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao (2020). CycleISP: Real Image Restoration via Improved Data Synthesis. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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Pengxu Wei, Hannan Lu, Radu Timofte, Liang Lin, Wangmeng Zuo, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Syed Waqas Zamir, and Others (2020). AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. IEEE/CVF European Conference on Computer Vision Workshops (ECCVw).

Salman Khan, Munawar Hayat, Syed Waqas Zamir, Jianbing Shen, Ling Shao (2019). Striking the Right Balance with Uncertainty. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2019). Vision Models for Wide Color Gamut Imaging in Cinema. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Syed Waqas Zamir, and Others (2019). NTIRE 2019 Challenge on Video Deblurring: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Jianrui Cai, Shuhang Gu, Radu Timofte, Lei Zhang, Syed Waqas Zamir, and Others (2019). NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Abdelrahman Abdelhamed, Radu Timofte, Michael S Brown, Syed Waqas Zamir, and Others (2019). NTIRE 2019 Challenge on Real Image Denoising: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Andrey Ignatov, Radu Timofte, Syed Waqas Zamir, and Others (2019). NTIRE 2019 Challenge on Image Enhancement: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai (2019). iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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Munawar Hayat, Salman Khan, Syed Waqas Zamir, Jianbing Shen, Ling Shao (2019). Gaussian Affinity for Max-Margin Class Imbalanced Learning. IEEE/CVF International Conference on Computer Vision (ICCV).

Liyuan Liu, Yanwei Pang, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, Ling Shao (2019). Filling the gaps in atrous convolution: semantic segmentation with a better context. IEEE Access.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2017). Gamut reduction through local saturation reduction. Color and Imaging Conference (CIC).

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2017). Automatic, Fast and Perceptually Accurate Gamut Mapping Based on Vision Science Models. SMPTE Annual Technical Conference and Exhibition.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2016). Variational Methods for Gamut Mapping in Cinema and Television. International Conference on Imaging, Vision and Learning based on Optimization and PDEs.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2016). Perceptually-based Gamut Extension Algorithm for Emerging Wide Color Gamut Display and Projection Technologies. SMPTE Annual Technical Conference and Exhibition.

Javier Vazquez-Corral, Syed Waqas Zamir, Adrian Galdran, David Pardo, Marcelo Bertalmı́o (2016). Image processing applications through a variational perceptually-based color correction related to Retinex. Electronic Imaging.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2015). Gamut Extension for Cinema: Psychophysical Evaluation of the State of the Art, and a New Algorithm. Human Vision and Electronic Imaging XX.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2014). Gamut Mapping in Cinematography through Perceptually-based Contrast Modification. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

Javier Vazquez-Corral, Syed Waqas Zamir, Marcelo Bertalmı́o (2014). Considering Saliency in a Perception Inspired Gamut Reduction Algorithm. Color and Imaging Conference.

Syed Waqas Zamir, Javier Vazquez-Corral, Marcelo Bertalmı́o (2013). Gamut Mapping through Perceptually-Based Contrast Reduction. Pacific-Rim Symposium on Image and Video Technology.

Umar Iqbal, Syed Waqas Zamir, Muhammad Hashim Shahid, Khazina Parwaiz, Muhammad Yasin, Muhammad Saquib Sarfraz (2010). Image based vehicle type identification. International Conference on Information and Emerging Technologies (ICIET).