liangwenkai
My research interests include the synthetic aperture radar image analysis and interpretation, deep learning, and statistical learning theory.
Xidian University Shaanxi
Pinned Repositories
2020_algorithm_intern_information
2020年的算法实习岗位/校招公司信息表,和常见深度学习基础知识笔记、算法岗面试题答案,及暑期计算机视觉实习面经和总结。
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
CAEN_HCRF
High Resolution SAR image classification
DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
SAR-Colorization
Reconstruction full-pol data from single-pol SAR data
SAR_GENERATIVE_MODEL
This is the source code of ‘Synthetic Aperture Radar Image Generation with Deep Generative Models’ paper
semanticSegmentation
Semantic segmentation of remotely sensing images
Wavelet-Packets-for-High-Resolution-SAR-images
Simulation done for TGRS paper: Design of New Wavelet Packets Adapted to High-Resolution SAR Images with an Application to Target Detection
liangwenkai's Repositories
liangwenkai/2020_algorithm_intern_information
2020年的算法实习岗位/校招公司信息表,和常见深度学习基础知识笔记、算法岗面试题答案,及暑期计算机视觉实习面经和总结。
liangwenkai/awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
liangwenkai/awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
liangwenkai/CAEN_HCRF
High Resolution SAR image classification
liangwenkai/Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
liangwenkai/Awesome-AI-algorithm
人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码
liangwenkai/awesome-ISP
A curated list of awesome ISP frameworks, papers, libraries, resources, and shiny things.
liangwenkai/ban-vqa
Bilinear attention networks for visual question answering
liangwenkai/auto_white_balance
A white balance algorithm based on dark channel priority.
liangwenkai/Book
:green_book:我的个人书籍学习和收藏
liangwenkai/DBCNN
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network
liangwenkai/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
liangwenkai/GLCIC-PyTorch
A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
liangwenkai/Interview-Notes
包含机器学习、深度学习、图像处理、c++等视觉算法岗面试必备基础知识
liangwenkai/ISP-Guide
Image Signal Processing (ISP) Guide. Learn all about the process of converting an image/video into digital form by performing tasks like noise reduction, filtering, auto exposure, autofocus, HDR correction, and image sharpening with a Specialized type of media processor.
liangwenkai/MATLAB_SAR
A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
liangwenkai/Medical-image-registration-Resources
Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes
liangwenkai/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
liangwenkai/MobileNetV3-SSD-Compact-Version
MobileNetV3 SSD的简洁版本
liangwenkai/PolSAR-dual-domain-filter
SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering
liangwenkai/Real-Time-Semantic-Segmentation
lightweight and efficient cnn for semantic segmentation, my blog address:
liangwenkai/ROECS
liangwenkai/SegLoss
A collection of loss functions for medical image segmentation
liangwenkai/segmentation_models
Segmentation models with pretrained backbones. Keras.
liangwenkai/semseg
常用的语义分割架构结构综述以及代码复现
liangwenkai/STS-CNN
Q. Zhang, Q. Yuan, C. Zeng, X. Li, and Y. Wei, “Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network,” IEEE TGRS, 2018.
liangwenkai/study_Book
本项目收集了计算机类常用电子书整理,附带下载链接,包括Java,Python,Linux,Go,C,C++,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端、TensorFlow、pytorch、keras。NLP、机器学习,深度学习、大数据系列(Spark,Hadoop,Scala,kafka)等书籍
liangwenkai/surround-view-system-introduction
liangwenkai/YOLO-Multi-Backbones-Attention
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
liangwenkai/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite