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/MANGA109
niazwazir/BSD100
niazwazir/ImageSR
niazwazir/LapSRN
niazwazir/100_PERCENT_CORRECT_IMAGE_SR_MODEL_GOOGLE_COLAB
niazwazir/BIOMEDICAL_WAZIR
niazwazir/BRISQUE_QUALITY_MATRIX
niazwazir/Computational-Methods-in-Power-System-Analysis
niazwazir/DEEP_LEARNING_ACADEMY
niazwazir/Errors_Solution
niazwazir/H5FILE
niazwazir/HANS_WAZIR_SR
niazwazir/LDCSIR
niazwazir/NETRON_GRAPH_GENERATED_CNN_MODEL
niazwazir/PIMA_INDIANS_DIABETES_CSV_DATASETS
niazwazir/SelfExSR
niazwazir/SENextIMAGESR
niazwazir/Set14
niazwazir/Set5
niazwazir/SIgnals-Systems-CSD
niazwazir/super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
niazwazir/tf-deformable-conv-layer
TensorFlow implementation of Deformable Convolutional Layer
niazwazir/TISR
niazwazir/Urban100
niazwazir/WAZIR_FIRST_PAPER
niazwazir/WAZIR_TISR_IMAGE_SR
niazwazir/WAZIR_VIDEO_LINKS_INFORMATION
niazwazir/WAZIR_XCEPTION_SIGN_RECOGNITION
niazwazir/WAZIRMXDSIR
niazwazir/ZEBRA_MOVEMENT