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Jiayi Ma (马佳义)'s Projects

code-of-ganet icon code-of-ganet

code for ""Learning for mismatch removal via graph attention networks

compactrepresentationconsensus icon compactrepresentationconsensus

Code implementation of our IEEE TNNLS paper 'Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching'.

convmatch icon convmatch

Pytorch implementation of ConvMatch for AAAI'23 paper "ConvMatch: Rethinking Network Design for Two-View Correspondence Learning"

corresattntransformer icon corresattntransformer

The official implementation of "Correspondence Attention Transformer: A Context-sensitive Network for Two-view Correspondence Learning"

csf icon csf

Code of Classification Saliency-Based Rule for Visible and Infrared Image Fusion

csm icon csm

Mismatch Removal via Coherent Spatial Mapping / Non-Rigid Point Set Registration via Coherent Spatial Mapping

cufd icon cufd

Code of CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition

d2tnet icon d2tnet

Code of D2TNet: A ConvLSTM Network with Dual-direction Transfer for Pan-sharpening

dbdnet icon dbdnet

Code of "DBDnet: A Deep Boosting Strategy for Image Denoising"

ddcgan icon ddcgan

DDcGAN: A Dual-discriminator Conditional Generative Adversarial Network for Multi-resolution Image Fusion / Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators

drf icon drf

DRF: Disentangled Representation for Visible and Infrared Image Fusion

dsp icon dsp

Code of “Robust Model Reasoning and Fitting via Dual Sparsity Pursuit” NeurIPS 2023 (Spotlight)

eifficientdeterministicsearch icon eifficientdeterministicsearch

Implementation of ECCV 2020 paper "Geometric Estimation via Robust Subspace Recovery" and IEEE TPAMI 2021 paper "Efficient Deterministic Search with Robust Loss Functions for Geometric Model Fitting"

fusiondn icon fusiondn

FusionDN: A Unified Densely Connected Network for Image Fusion

fusiongan icon fusiongan

FusionGAN: A generative adversarial network for infrared and visible image fusion

gan-fm icon gan-fm

A method used to fuse infrared and visible images.

ganmcc icon ganmcc

Codo of GANMcC: A Generative Adversarial Network with Multi-classification Constraints for Infrared and Visible Image Fusion

glpm icon glpm

Guided Locality Preserving Feature Matching for Remote Sensing Image Registration / Visual Homing via Guided Locality Preserving Matching

gtf icon gtf

Infrared and visible image fusion via gradient transfer and total variation minimization

gtp-pnet icon gtp-pnet

Code of GTP-PNet: A residual learning network based on gradient transformation prior for pansharpening.

hitfusion icon hitfusion

HitFusion: Infrared and Visible Image Fusion for High-level Vision Tasks Using Transformer

ir-pfnet icon ir-pfnet

Progressive Fusion Network Based on Infrared Light Field Equipment for Infrared Image Enhancement in JAS 2022

irlf-whu icon irlf-whu

IRLF-WHU dataset in Progressive Fusion Network Based on Infrared Light Field Equipment for Infrared Image Enhancement JAS2022

laf icon laf

code for "Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering"

llt icon llt

Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming

lmr icon lmr

LMR: Learning A Two-class Classifier for Mismatch Removal

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