lufen147
His research interests are in the areas of image processing, pattern recognition, and artificial intelligence.
GuangXi Normal UniversityGuilin, China
Pinned Repositories
awesome-local-global-descriptor
My personal note about local and global descriptor
Bow-Retrival
BOW algorithm based on color histogram.
CapsLayer
CapsLayer: An advanced library for capsule theory
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
cnnimageretrieval
CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
DOAH
Image retrieval by aggregating deep orientation structure features
DSFH
Deep-seated features histogram: A novel image retrieval method
google-landmark
Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.
hashing-baseline-for-image-retrieval
:octocat:Various hashing methods for image retrieval and serves as the baselines
OSAH
OSAH method (Object Semantic Aggregation Histogram)
lufen147's Repositories
lufen147/awesome-local-global-descriptor
My personal note about local and global descriptor
lufen147/Bow-Retrival
BOW algorithm based on color histogram.
lufen147/CapsLayer
CapsLayer: An advanced library for capsule theory
lufen147/CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
lufen147/cnnimageretrieval
CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
lufen147/DOAH
Image retrieval by aggregating deep orientation structure features
lufen147/DSFH
Deep-seated features histogram: A novel image retrieval method
lufen147/google-landmark
Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.
lufen147/hashing-baseline-for-image-retrieval
:octocat:Various hashing methods for image retrieval and serves as the baselines
lufen147/OSAH
OSAH method (Object Semantic Aggregation Histogram)
lufen147/HeWR
Matlab code for "Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval"
lufen147/Itti-Saliency-Based-Visual-Attention
MATLAB implementation of the Saliency-Based Visual Attention model proposed by Laurent Itti in 1998.
lufen147/netvlad
NetVLAD: CNN architecture for weakly supervised place recognition
lufen147/PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
lufen147/relja_matlab
Miscellaneous utilities
lufen147/RepMLP
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition
lufen147/RepVGG
RepVGG: Making VGG-style ConvNets Great Again
lufen147/Res2Net-PretrainedModels
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
lufen147/Saliency
Computing saliency map according to itti's '98 model
lufen147/selectiveConvFeature
lufen147/SIFT-on-MATLAB
This is an Implementation of "SIFT Features" on MatLab.
lufen147/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
lufen147/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
lufen147/Tasks_for_Rookies
视觉实验室新手任务
lufen147/texture-vs-shape
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
lufen147/transforming-autoencoders
Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.
lufen147/vlad
vlad image processing algorithm