3DMMasSTN

Face image processor

A tool for using 3D Morphable Models as spatial transformers within convolutional neural networks for face image processing

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

GitHub

280 stars
12 watching
50 forks
Language: Matlab
last commit: over 8 years ago
Linked from 1 awesome list

3d-morphable-models3dmmbasel-face-modelcomputer-visionconvolutional-neural-networksdagnndeep-learningdeep-neural-networksfacemachine-learningmatconvnetmatlabsiamese-networkspatial-transformer-networkstnvgg-face-matconvnet

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
waps101/3dmm_edgesA Matlab implementation of an algorithm for fully automatically fitting a 3D Morphable Model to a single image using landmarks and edge features.146
lelechen63/atvgnetThis repository provides implementations of neural networks used in cross-modal talking face generation258
hagaygarty/mdcnnA MATLAB toolbox implementing 3D Convolutional Neural Networks for volumetric inputs with various features and pre-configured examples.53
cszn/srmdDevelops a single convolutional network to handle various image degradations with improved scalability and efficiency427
akanimax/t2fGenerates images of human faces based on textual descriptions using deep learning techniques.548
trigeorgis/mdmA TensorFlow implementation of a recurrent face alignment process124
researchmm/sttnProposes a deep learning model to fill missing regions in video frames and generate completed videos480
vlfeat/matconvnetA MATLAB toolbox implementing Convolutional Neural Networks for computer vision applications.1,403
yxu0611/tensorflow-implementation-of-lcnnAn implementation of a deep face recognition algorithm in TensorFlow78
bruinxiong/modified-crunet-and-residual-attention-network.mxnetAn MXNet implementation of a modified deep neural network architecture for image classification67
zhzhanp/tcdcn-face-alignmentFacial landmark detection using deep multi-task learning in Matlab232
honlan/dmtThis project enables makeup transfer using a Generative Adversarial Network to disentangle facial identity and makeup features.118
wangguanzhi/ladnA deep learning-based framework for facial makeup transfer and removal using adversarial disentangling networks182
matlab-deep-learning/pose-estimation-3d-with-stereo-cameraA MATLAB project that uses deep learning and stereo cameras to estimate 3D human pose from image data43
zhjwustc/cvpr18_rnn_deblur_matcaffeDynamic scene deblurring using spatially variant recurrent neural networks.39