Pinned Repositories
200ImageDataSet
Google-Colab
Here show google colab keras codes
Image-Super-resolution-via-Patch-wise-Sparse-Recovery
Research on image statistics suggests that image patches can be well represented as a sparse linear combination of elements from an appropriately chosen over-complete dictionary. Inspired by this observation, we seek a sparse representation for each patch of the low-resolution input, and then use the coefficients of this representation to generate the high-resolution output. Theoretical results from compressed sensing suggest that under mild conditions, the sparse representation can be correctly recovered from the downsampled signals. With the requirement that the sparse representation of the low-resolution image patch can well reconstruct its high-resolution counterpart, we train two dictionaries for the low- and high-resolution image patches. The learned dictionary pair is a compact representation adapted to the natural images of interest, which leads to state-of-the-art single image super-resolution performances both quantitatively and qualitatively.
MANGA109
MY-PYTHON-PROGRAMS
SRCNN-Keras
SRCNN in Keras using Google Colab
SRCNN_MATLAB
SUB_PIXEL_CNN
VDSR_GOOGLE_COLAB
This repository code is download from https://github.com/twtygqyy/pytorch-vdsr
VDSR_KERAS
niazwazir's Repositories
niazwazir/Google-Colab
Here show google colab keras codes
niazwazir/SRCNN-Keras
SRCNN in Keras using Google Colab
niazwazir/IMAGE_SR_PAPERS
niazwazir/OPEN-CV
niazwazir/ADVANCED_CONTROL_SYSTEM
niazwazir/ARTIFICIAL_INTELLIGENCE_COURSE_NOTES_ELECTRONICS_DE-ARTMENT
niazwazir/BOOK_WAZIR
niazwazir/CANS
niazwazir/CONTROL_SYSTEM_COMPUTER_2022
niazwazir/ELECTRICAL_NETWORK_ANALYSIS
niazwazir/FALSR
niazwazir/HUGGING_FACE_IMAGE_SR_WAZIR
niazwazir/Keras_Clean_Code_By_Wazir
niazwazir/LPIPS_WAZIR
niazwazir/MCSNet-Multi-channel-splitting-network-for-Single-Image-Super-resolution
niazwazir/NETWORK_ANALYSIS
niazwazir/Operational-Research
niazwazir/POWER_SYSTEM_ANALYSIS
niazwazir/Printing_Documents
niazwazir/TESTING_IMAGE_SR_METHODS
niazwazir/TESTING_IMAGES
niazwazir/TRANSENET_WAZIR
niazwazir/WAZIR_CNN_ARCHITECURE_DESIGN
niazwazir/WAZIR_FOREST_FIRE_PREDICTION
niazwazir/WAZIR_FOREST_FIRES_PREDICTION
niazwazir/WAZIR_MICROSCOPY_IMAGES
niazwazir/WAZIR_NIQE
niazwazir/WAZIR_RAWGraphs
niazwazir/WAZIR_SENEXT
niazwazir/WAZIR_SRGAN