CSTNet: A Dual-Branch Convolutional Neural Network for Imaging of Reactive Flows Using Chemical Species Tomography

Deep neural network inversion for 3D laser absorption imaging of methane in reacting flows

(2020) Chuyu Wei et al.   OPTICS LETTERS

Compressing convolutional neural networks using POD for the reconstruction of nonlinear tomographic absorption spectroscopy

(2019) Jianqing Huang et al.   COMPUTER PHYSICS COMMUNICATIONS

A Novel Neural Network for Remote Sensing Image Matching

(2019) Hao Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

EEG-Based Spatio–Temporal Convolutional Neural Network for Driver Fatigue Evaluation

(2019) Zhongke Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

Real-Time Object Detection With Reduced Region Proposal Network via Multi-Feature Concatenation

(2019) Kuan-Hung Shih et al.   IEEE Transactions on Neural Networks and Learning Systems

Laser absorption spectroscopy for combustion diagnosis in reactive flows: A review

(2018) Chang Liu et al.   APPLIED SPECTROSCOPY REVIEWS

Online Cross-Sectional Monitoring of a Swirling Flame Using TDLAS Tomography

(2018) Chang Liu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Reconstruction for limited-data nonlinear tomographic absorption spectroscopy via deep learning

(2018) Jianqing Huang et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Rapid tomographic reconstruction based on machine learning for time-resolved combustion diagnostics

(2018) Tao Yu et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Runtime Programmable and Memory Bandwidth Optimized FPGA-Based Coprocessor for Deep Convolutional Neural Network

(2018) Nimish Shah et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Hyperspectral Image Sharpening

(2018) Renwei Dian et al.   IEEE Transactions on Neural Networks and Learning Systems

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

(2018) Siavash Sakhavi et al.   IEEE Transactions on Neural Networks and Learning Systems

fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs

(2018) Stylianos I. Venieris et al.   IEEE Transactions on Neural Networks and Learning Systems

Reconstruction of two-dimensional velocity distribution in scramjet by laser absorption spectroscopy tomography

(2018) Qianwei Qu et al.   APPLIED OPTICS

Toward Customized Spatial Resolution in TDLAS Tomography

(2018) Chang Liu et al.   IEEE SENSORS JOURNAL

STRAINet: Spatially Varying sTochastic Residual AdversarIal Networks for MRI Pelvic Organ Segmentation

(2018) Dong Nie et al.   IEEE Transactions on Neural Networks and Learning Systems

Two-step tomographic reconstructions of temperature and species concentration in a flame based on laser absorption measurements with a rotation platform

(2017) Huihui Xia et al.   OPTICS AND LASERS IN ENGINEERING

Infrared laser-absorption sensing for combustion gases

(2017) Christopher S. Goldenstein et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Tomographic absorption spectroscopy for the study of gas dynamics and reactive flows

(2017) Weiwei Cai et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Deep Learning in Microscopy Image Analysis: A Survey

(2017) Fuyong Xing et al.   IEEE Transactions on Neural Networks and Learning Systems

Characterization of inverse diffusion flames in vitiated cross flows via two-photon planar laser-induced fluorescence of CO and 2-D thermometry

(2016) Daniel R. Richardson et al.   COMBUSTION AND FLAME

Deep learning

(2015) Yann LeCun et al.   NATURE

Development of a fan-beam TDLAS-based tomographic sensor for rapid imaging of temperature and gas concentration

(2015) Chang Liu et al.   OPTICS EXPRESS

Tomographic imaging of the liquid and vapour fuel distributions in a single-cylinder direct-injection gasoline engine

(2014) Nataša Terzija et al.   International Journal of Engine Research

Infrared species limited data tomography through Tikhonov reconstruction

(2009) K.J. Daun   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Tomographic imaging of temperature and chemical species based on hyperspectral absorption spectroscopy

(2009) Lin Ma et al.   OPTICS EXPRESS

Dynamics and stability of lean-premixed swirl-stabilized combustion

(2009) Ying Huang et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE