Popsama / gas_retrieval_with_deep_learning
Model implementation for 'Retrieval of gas concentrations in optical spectroscopy with deep learning'
☆15Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for gas_retrieval_with_deep_learning
- 主要提出了一种从多谱线特征层融合角度提出了基于格拉姆角场（Gramian angular field）与多尺度卷积神经网络（multi-scale convolutional neural network）的光谱特征提取方法，使用格拉姆角场将一维光谱信号变换为二维图像增强了…☆12Updated 11 months ago
- Code repository for paper "Neural network multi-component gas mixture analysis with broadband dual-frequency comb absorption spectroscopy…☆10Updated 2 years ago
- Spectral data processing, including preprocessing, feature extraction, sample division, modeling, optimization algorithm.☆78Updated 4 years ago
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆10Updated last year
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆100Updated 2 years ago
- VMD-SWTTV是一种针对一维信号的二级框架降噪算法，结合了变分模态分解VMD与平稳小波变换SWT，并采用了小波变换全变分法优化了SWT。降噪效果还是不错的。☆26Updated last year
- The code for NIRS analysis based SVM&ANN☆14Updated 2 years ago
- In oceanic remote sensing operations, underwater acoustic target recognition is always a difficult and extremely important task of sonar …☆53Updated 3 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆74Updated 7 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆31Updated 2 years ago
- 一种用MATLAB实现的可自定义层数的DNN：针对MNIST进行训练、验证，图形化展示loss和accuracy随迭代次数的变化曲线，代码也可以针对其他数据进行训练。☆21Updated 5 years ago
- 1DCNN_for_NIR，一维卷积神经网络进行光谱与土壤全氮的回归预测/Regression prediction of spectrum and soil total nitrogen by one-dimensional convolution neural netw…☆27Updated last month
- Zhao Y Q, Yang J. Hyperspectral image denoising via sparse representation and low-rank constraint[J]. IEEE Transactions on Geoscience and…☆29Updated 5 years ago
- 近红外光谱 用grnn做组分识别☆17Updated 6 years ago
- Implementation from scratch of a CNN-LSTM network for language models. Useful features are extracted from the CNN layer below and then fe…☆20Updated last year
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆14Updated last year
- Wavelet Transform for Image decomposition, Image reconstruction and Image denoising☆47Updated 6 years ago
- Wavelength selection in spectroscopy☆65Updated 2 years ago
- In our project we are proposing a real time de-noising algorithm for audio signals based on the Wavelet Transform. White noise is omnipre…☆15Updated 3 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆150Updated last year
- 自己搜集和改写的压缩感知相关程序代码☆106Updated 2 years ago
- The Piece-Wise Spline Wigner-Ville Distribution MATLAB Package☆21Updated 2 years ago
- Our denoising method MWPT-IHHI module and related figures were produced using the MATLAB. MWPT-IHHI (the denoising method by combining a …☆11Updated 5 years ago
- 深度残差收缩网络处理一维时域信号☆37Updated last year
- This code is a near-infrared spectrum modeling method based on PCA and pls☆27Updated 3 years ago
- CNN-LSTM☆9Updated 3 years ago
- 一些在振动信号重构中应用的稀疏重构算法☆37Updated 4 years ago
- 近红外光谱波长筛选算法☆21Updated 4 years ago
- This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".☆41Updated 4 years ago
- 信号处理 时域、频域、功率谱密度、自相关分析 Time Domain analysis, Frequency Domain analysis, Power Spectrum Density and Autocorrelation Analysis☆19Updated 5 years ago