Image Restoration

Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs CVPR 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection Interspeech 2018 The Perception-Distortion Tradeoff CVPR 2018 The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR 2018 TOM-Net: Learning Transparent Object Matting From a Single Image CVPR 2018 Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018 Training deep learning based denoisers without ground truth data NeurIPS 2018 Underwater Image Restoration Based on Convolutional Neural Network ACML 2018 Universal Denoising Networks : A Novel CNN Architecture for Image Denoising CVPR 2018 Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018 Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR 2018 When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018 xUnit: Learning a Spatial Activation Function for Efficient Image Restoration CVPR 2018 “Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR 2018 A Generative Model for Depth-Based Robust 3D Facial Pose Tracking CVPR 2017 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017 Analytic Filter Bank for Speech Analysis, Feature Extraction and Perceptual Studies Interspeech 2017 An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification Interspeech 2017 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017 A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017 Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal CVPR 2017 A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR 2017 Benchmarking Denoising Algorithms With Real Photographs CVPR 2017 Computational Imaging on the Electric Grid CVPR 2017