Imaging through glass diffusers using densely connected convolutional networks

Imaging through glass diffusers using densely connected convolutional networks

Computational imaging through scatter generally is accomplished by first characterizing the scattering medium so that its forward operator is obtained and then imposing additional priors in the form of regularizers on the reconstruction functional to improve the condition of the originally ill-posed...

Full description

Bibliographic Details
Main Authors:	Li, Shuai (Contributor), Deng, Mo (Contributor), Lee, Justin Wu (Contributor), Sinha, Ayan T (Contributor), Barbastathis, George (Contributor)
Other Authors:	Massachusetts Institute of Technology. Institute for Medical Engineering & Science (Contributor), Massachusetts Institute of Technology. Department of Biology (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor), Massachusetts Institute of Technology. Department of Physics (Contributor)
Format:	Article
Language:	English
Published:	Oxford University Press, 2019-03-19T13:10:21Z.
Subjects:	Article
Online Access:	Get fulltext

Similar Items

Lensless computational imaging through deep learning
by: Sinha, Ayan T, et al.
Published: (2018)

Classified Mammography Images Using Densely Connected Convolutional Networks
by: Hsin-Ting Tsai, et al.
Published: (2019)

Quantitative phase microscopy using deep neural networks
by: Li, Shuai, et al.
Published: (2018)

Steganalysis in JPEG Images based on Densely Connected Convolutional Neural Network
by: Jia-Ming Hu, et al.
Published: (2019)

Densely Connected Pyramidal Dilated Convolutional Network for Hyperspectral Image Classification
by: Feng Zhao, et al.
Published: (2021-08-01)

Single Image Dehazing Method Based on Densely Connected Dilated Convolutional Neural Network
by: LIU Guangzhou, LI Jinbao, REN Dongdong, SHU Minglei
Published: (2021-01-01)

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
by: Guo, Zhijiang, et al.
Published: (2019-11-01)

Relative Depth Order Estimation Using Multi-Scale Densely Connected Convolutional Networks
by: Ruoxi Deng, et al.
Published: (2019-01-01)

A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution
by: Sirojbek Safarov, et al.
Published: (2021-02-01)

A New Architecture of Densely Connected Convolutional Networks for Pan-Sharpening
by: Wei Huang, et al.
Published: (2020-04-01)

Going Deeper with Dense Connectedly Convolutional Neural Networks for Multispectral Pansharpening
by: Dong Wang, et al.
Published: (2019-11-01)

Bearing Fault Detection and Diagnosis Based on Densely Connected Convolutional Networks
by: Ndikumagenge, J., et al.
Published: (2022)

Densely Connected Convolutional Networks With Attention LSTM for Crowd Flows Prediction
by: Wei Li, et al.
Published: (2019-01-01)

Attention-Guided Network with Densely Connected Convolution for Skin Lesion Segmentation
by: Shengxin Tao, et al.
Published: (2021-05-01)

Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions
by: Haojie Cai, et al.
Published: (2021-01-01)

Citrus Pests and Diseases Recognition Model Using Weakly Dense Connected Convolution Network
by: Shuli Xing, et al.
Published: (2019-07-01)

Deep convolutional neural network based on densely connected squeeze-and-excitation blocks
by: Yu Wu
Published: (2019-06-01)

3D Densely Connected Convolutional Network for the Recognition of Human Shopping Actions
by: Gu, Dongfeng
Published: (2017)

Densely Connected Convolutional Network Optimized by Genetic Algorithm for Fingerprint Liveness Detection
by: Wen Jian, et al.
Published: (2021-01-01)

Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network
by: Euijin Jung, et al.
Published: (2019-01-01)

Semantic Segmentation of Remote Sensing Images Using Transfer Learning and Deep Convolutional Neural Network With Dense Connection
by: Binge Cui, et al.
Published: (2020-01-01)

Probability of error as an image metric for the assessment of tomographic reconstruction of dense-layered binary-phase objects
by: Kang, Iksung, et al.
Published: (2021)

IMPROVING THE CLASSIFICATION OF LAND USE OBJECTS USING DENSE CONNECTIVITY OF CONVOLUTIONAL NEURAL NETWORKS
by: A. Gujrathi, et al.
Published: (2020-08-01)

Skin Lesion Classification Using Densely Connected Convolutional Networks with Attention Residual Learning
by: Jing Wu, et al.
Published: (2020-12-01)

Dense Convolutional Networks for Semantic Segmentation
by: Chaoyi Han, et al.
Published: (2019-01-01)

Gait Recognition Method of Underground Coal Mine Personnel Based on Densely Connected Convolution Network and Stacked Convolutional Autoencoder
by: Xiaoyang Liu, et al.
Published: (2020-06-01)

Water Identification from High-Resolution Remote Sensing Images Based on Multidimensional Densely Connected Convolutional Neural Networks
by: Guojie Wang, et al.
Published: (2020-03-01)

Intraretinal Fluid Detection by Means of a Densely Connected Convolutional Neural Network Using Optical Coherence Tomography Images
by: Plácido L. Vidal, et al.
Published: (2019-08-01)

Finger-Vein Recognition Based on Densely Connected Convolutional Network Using Score-Level Fusion With Shape and Texture Images
by: Kyoung Jun Noh, et al.
Published: (2020-01-01)

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification
by: Mercedes E. Paoletti, et al.
Published: (2018-09-01)

Multi-Wavelet Residual Dense Convolutional Neural Network for Image Denoising
by: Shuo-Fei Wang, et al.
Published: (2020-01-01)

Dense Convolutional Networks With Focal Loss and Image Generation for Electrocardiogram Classification
by: Mohamad Mahmoud Al Rahhal, et al.
Published: (2019-01-01)

IrisDenseNet: Robust Iris Segmentation Using Densely Connected Fully Convolutional Networks in the Images by Visible Light and Near-Infrared Light Camera Sensors
by: Muhammad Arsalan, et al.
Published: (2018-05-01)

Remote sensing image super‐resolution based on convolutional blind denoising adaptive dense connection
by: Xin Yang, et al.
Published: (2021-09-01)

DCM-CNN: Densely Connected Multiloss Convolutional Neural Networks for Light Field View Synthesis
by: Lu Liu, et al.
Published: (2020-01-01)

A Smart Mobile Diagnosis System for Citrus Diseases Based on Densely Connected Convolutional Networks
by: Wenyan Pan, et al.
Published: (2019-01-01)

Detection of Wildfire Smoke Images Based on a Densely Dilated Convolutional Network
by: Tingting Li, et al.
Published: (2019-10-01)

An Evolutionary DenseRes Deep Convolutional Neural Network for Medical Image Segmentation
by: Tahereh Hassanzadeh, et al.
Published: (2020-01-01)

Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network
by: Bingyan Liu, et al.
Published: (2021-01-01)

Non-Local Attention and Densely-Connected Convolutional Neural Networks for Malignancy Suspiciousness Classification of Gastric Ulcer
by: Muyi Sun, et al.
Published: (2020-01-01)