Publications

(2022). Learning Enriched Features for Fast Image Restoration and Enhancement. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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(2022). Restormer: Efficient Transformer for High-Resolution Image Restoration. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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(2022). Transformers in Medical Imaging: A Survey. arXiv:2201.09873.

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(2022). Burst Image Restoration and Enhancement. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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(2021). Transformers in Vision: A Survey. ACM Computing Surveys (CSUR).

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(2021). NTIRE 2021 NonHomogeneous Dehazing Challenge Report. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(2021). NTIRE 2021 Challenge for Defocus Deblurring Using Dual-Pixel Images: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(2021). Multi-Stage Progressive Image Restoration. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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(2021). Low Light Image Enhancement via Global and Local Context Modeling. arXiv:2101.00850.

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(2021). Learning Digital Camera Pipeline for Extreme Low-Light Imaging. Neurocomputing.

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(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).

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(2020). Learning Enriched Features for Real Image Restoration and Enhancement. IEEE/CVF European Conference on Computer Vision (ECCV).

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(2020). Synthesizing the Unseen for Zero-shot Object Detection. Asian Conference on Computer Vision (ACCV).

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(2020). CycleISP: Real Image Restoration via Improved Data Synthesis. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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(2020). AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. IEEE/CVF European Conference on Computer Vision Workshops (ECCVw).

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(2019). Striking the Right Balance with Uncertainty. IEEE/CVF Computer Vision and Pattern Recognition (CVPR).

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(2019). Vision Models for Wide Color Gamut Imaging in Cinema. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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(2019). NTIRE 2019 Challenge on Video Deblurring: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(2019). NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(2019). NTIRE 2019 Challenge on Real Image Denoising: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(2019). NTIRE 2019 Challenge on Image Enhancement: Methods and Results. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRw).

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(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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(2019). Gaussian Affinity for Max-Margin Class Imbalanced Learning. IEEE/CVF International Conference on Computer Vision (ICCV).

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(2019). Filling the gaps in atrous convolution: semantic segmentation with a better context. IEEE Access.

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(2017). Gamut reduction through local saturation reduction. Color and Imaging Conference (CIC).

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(2017). Automatic, Fast and Perceptually Accurate Gamut Mapping Based on Vision Science Models. SMPTE Annual Technical Conference and Exhibition.

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(2016). Variational Methods for Gamut Mapping in Cinema and Television. International Conference on Imaging, Vision and Learning based on Optimization and PDEs.

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(2016). Perceptually-based Gamut Extension Algorithm for Emerging Wide Color Gamut Display and Projection Technologies. SMPTE Annual Technical Conference and Exhibition.

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(2016). Image processing applications through a variational perceptually-based color correction related to Retinex. Electronic Imaging.

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(2015). Gamut Extension for Cinema: Psychophysical Evaluation of the State of the Art, and a New Algorithm. Human Vision and Electronic Imaging XX.

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(2014). Gamut Mapping in Cinematography through Perceptually-based Contrast Modification. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

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(2014). Considering Saliency in a Perception Inspired Gamut Reduction Algorithm. Color and Imaging Conference.

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(2013). Gamut Mapping through Perceptually-Based Contrast Reduction. Pacific-Rim Symposium on Image and Video Technology.

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(2010). Image based vehicle type identification. International Conference on Information and Emerging Technologies (ICIET).

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