SAR_Change_Detection_CWNN
Sea ice detector
An implementation of a sea ice change detection system using a neural network architecture.
Matlab code for "Sea ice change detection in SAR images based on convolutional-wavelet neural networks," IEEE GRSL 2019
53 stars
2 watching
13 forks
Language: MATLAB
last commit: about 3 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
summitgao/sar_cd_ddnet | An implementation of a deep learning model for change detection in SAR images using frequency and spatial domain features | 58 |
janne-alatalo/sar-change-detection | A deep learning-based approach to change detection in Synthetic Aperture Radar imagery. | 22 |
rulixiang/changedetectionpcakmeans | This MATLAB implementation detects changes in various types of land cover in satellite images using PCA and k-Means clustering | 77 |
hsg-aiml/industrialsmokeplumedetection | Detects industrial smoke plumes from satellite images using machine learning models and remote sensing data. | 40 |
wrightni/ossp | An algorithm suite for detecting and analyzing features on sea ice surfaces from high-resolution optical imagery | 20 |
shaoqingren/spp_net | Re-implementation of an object detection algorithm using deep convolutional networks and spatial pyramid pooling. | 364 |
vmarsocci/3dcd | Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs. | 28 |
yanhengwang-heu/ieee_tgrs_sstformer | A toolbox implementing deep learning-based change detection for hyperspectral images using spectral, spatial, and temporal transformations. | 28 |
jingzhang617/cod-rank-localize-and-segment | Develops a system to detect, segment, and rank camouflaged objects in images. | 75 |
chanyn/hkrm | Develops a deep learning model for large-scale object detection that leverages hybrid knowledge and routing mechanisms. | 105 |
xiaolonw/adversarial-frcnn | A Caffe-based implementation of A-Fast-RCNN, a method for object detection using adversarial networks. | 482 |
naoto0804/cross-domain-detection | Develops object detection algorithms to adapt to new domains with limited supervision | 422 |
minzhang-whu/change-detection-review | A comprehensive review of change detection methods using artificial intelligence and various machine learning frameworks. | 840 |
lz118/deep-correlation-network | Develops a deep neural network model for detecting salient objects in RGBT images using correlation information from other colors. | 13 |
shengcao-cao/hassod | Develops a neural network architecture for object detection and instance segmentation without labeled data | 53 |