| Deep Tensor ADMM-Net for Snapshot Compressive Imaging | Oct 1, 2019 | DecoderSSIM | —Unverified | 0 |
| Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients | Oct 1, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Oct 1, 2019 | 3D geometryLocal Distortion | CodeCode Available | 0 |
| Data Augmentation in Training CNNs: Injecting Noise to Images | Sep 25, 2019 | Data Augmentationimage-classification | —Unverified | 0 |
| Closed loop deep Bayesian inversion: Uncertainty driven acquisition for fast MRI | Sep 25, 2019 | SSIM | —Unverified | 0 |
| Enhancing Traffic Scene Predictions with Generative Adversarial Networks | Sep 24, 2019 | DeblurringImage Super-Resolution | —Unverified | 0 |
| Image Segmentation using Multi-Threshold technique by Histogram Sampling | Sep 11, 2019 | CPUImage Segmentation | —Unverified | 0 |
| DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones | Sep 9, 2019 | General ClassificationImage Classification | —Unverified | 0 |
| VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-Bottleneck | Sep 1, 2019 | Image SteganographySSIM | CodeCode Available | 0 |
| Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval | Aug 30, 2019 | AnatomyDiversity | —Unverified | 0 |
| Flexible Conditional Image Generation of Missing Data with Learned Mental Maps | Aug 29, 2019 | AnatomyConditional Image Generation | —Unverified | 0 |
| Learned SIRT for Cone Beam Computed Tomography Reconstruction | Aug 28, 2019 | 3D geometryAnatomy | —Unverified | 0 |
| A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining | Aug 28, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Multi-Channel Deep Networks for Block-Based Image Compressive Sensing | Aug 28, 2019 | BlockingCompressive Sensing | CodeCode Available | 0 |
| Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans | Aug 26, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Locally Linear Image Structural Embedding for Image Structure Manifold Learning | Aug 25, 2019 | Dimensionality ReductionImage Quality Assessment | CodeCode Available | 0 |
| Principal Component Analysis Using Structural Similarity Index for Images | Aug 25, 2019 | Dimensionality ReductionImage Quality Assessment | CodeCode Available | 0 |
| Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network | Aug 24, 2019 | SSIM | —Unverified | 0 |
| LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset | Aug 24, 2019 | MRI ReconstructionSSIM | —Unverified | 0 |
| Customized OCT images compression scheme with deep neural network | Aug 24, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Scoot: A Perceptual Metric for Facial Sketches | Aug 21, 2019 | Face Sketch SynthesisSSIM | CodeCode Available | 0 |
| MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints | Aug 15, 2019 | SSIM | CodeCode Available | 0 |
| Structural Similarity based Anatomical and Functional Brain Imaging Fusion | Aug 11, 2019 | SSIM | CodeCode Available | 0 |
| Human Perceptual Evaluations for Image Compression | Aug 9, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| WhiteNNer-Blind Image Denoising via Noise Whiteness Priors | Aug 8, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks | Aug 2, 2019 | BenchmarkingSSIM | —Unverified | 0 |
| Blind Deblurring using Deep Learning: A Survey | Jul 23, 2019 | BenchmarkingDeblurring | —Unverified | 0 |
| Deep Perceptual Compression | Jul 18, 2019 | DecoderImage Compression | —Unverified | 0 |
| Improved Hybrid Layered Image Compression using Deep Learning and Traditional Codecs | Jul 15, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| Measuring the Transferability of Adversarial Examples | Jul 14, 2019 | SSIM | —Unverified | 0 |
| Enhanced generative adversarial network for 3D brain MRI super-resolution | Jul 10, 2019 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Unsupervised Domain Alignment to Mitigate Low Level Dataset Biases | Jul 8, 2019 | SSIM | —Unverified | 0 |
| An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning | Jul 1, 2019 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Deep Learning of Compressed Sensing Operators with Structural Similarity Loss | Jun 25, 2019 | compressed sensingDeep Learning | —Unverified | 0 |
| Learning Image and Video Compression through Spatial-Temporal Energy Compaction | Jun 24, 2019 | DecoderImage Compression | —Unverified | 0 |
| Learning the Sampling Pattern for MRI | Jun 20, 2019 | compressed sensingSSIM | CodeCode Available | 0 |
| Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy | Jun 18, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization | Jun 13, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Learning Deep Image Priors for Blind Image Denoising | Jun 4, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| Exemplar based underwater image enhancement augmented by Wavelet Corrected Transforms | Jun 1, 2019 | DecoderImage Enhancement | CodeCode Available | 0 |
| Enhanced Pix2pix Dehazing Network | Jun 1, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| All-In-One Underwater Image Enhancement using Domain-Adversarial Learning | May 30, 2019 | AllDiversity | CodeCode Available | 0 |
| Attention Based Image Compression Post-Processing Convolutional Neural Network | May 27, 2019 | DecoderImage Compression | —Unverified | 0 |
| A Compression Objective and a Cycle Loss for Neural Image Compression | May 24, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| PEPSI++: Fast and Lightweight Network for Image Inpainting | May 22, 2019 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN) | May 14, 2019 | Image Quality AssessmentSSIM | —Unverified | 0 |
| Medical image super-resolution method based on dense blended attention network | May 13, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 |
| The Level Weighted Structural Similarity Loss: A Step Away from the MSE | Apr 30, 2019 | SSIM | —Unverified | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |