Infrared and visible image fusion using a guiding network to leverage perceptual similarity, CVIU'23
Patch-Wise Infrared and Visible Image Fusion Using Spatial Adaptive Weights, Applied Science'21
Color Transfer
Probabilistic moving least squares with spatial constraints for nonlinear color transfer between images, CVIU'19
Hierarchical palette extraction based on local distinctiveness and cluster validation for image recoloring, ICIP'18
Color transfer using probabilistic moving least squares, CVPR'14
Noise Modeling & Applications
A Holistic Approach to Cross-Channel Image Noise Modeling and its Application to Image Denoising, CVPR'16
A probabilistic derivative measure based on the distribution of intensity difference, ECCV'12
Difference-based image noise modeling using Skellam distribution, TPAMI'12
Sensor noise modeling using the Skellam distribution: Application to the color edge detection, CVPR'07
Channel Pruning in Multihead attention
AMAP: Automatic Multi-head Attention Pruning by Similarity-based Pruning Indicator, TNNLS'26
Channel Pruning in CNN
Pruning networks at once via nuclear norm-based regularization and bi-level optimization, CVIU'25
Pruning From Scratch via Shared Pruning Module and Nuclear Norm-Based Reg~, WACV'24
Lossless Reconstruction of Convolutional Neural Network for Channel-Based Network ~, Sensors'23
Weight Pruning
Layer-Wise Network Compression Using Gaussian Mixture Model, Electronics, 2021
Tomato Pose Estimation
Tomato pose estimation using the association of tomato body and sepal, COMPAG'24
Visual Object Tracking
DVTrack: Deformable Vision Transformer for Visual Object Tracking, Access'26
Image Retrieval
Efficient Image Retrieval Using Hierarchical K-Means Clustering, Sensors'24
Multi-subject image retrieval by fusing object and scene level feature ~, Applied Science'22
Data Augmentation
GAN-Based Synthetic Data Augmentation for Infrared Small Target Detection, TGRS'22
Domain Adaptation
Domain adaptation using the replay buffer: Adaptive sampling using domain-specific classifier, Access'24
Image Restoration
Decomformer: Decompose Self-Attention of Transformer for Efficient Image Restoration, Access'24
Depth & Trajectory Estimation
Self-Supervised Depth Estimation and 3D Reconstruction With Layer-Wise LoRA of ~, Access'25
3D reconstruction of small bowel lesions using stereo camera-based ~, Scientific Reports'20
Endosocpic Image Retrieval
Improving image-retrieval performance of foundation models in ~, Frontiers in Medicine'25
Small Bowel Preparation
Reading of small bowel capsule endoscopy after frame reduction ~, BMC gastroenterology'24
Small bowel cleanliness in capsule endoscopy: a case–control study using ~, Scientific Reports'22
Development of a deep learning-based software for calculating cleansing ~, Scientific Reports'21
Lesion Classification
Video Analysis of Small Bowel Capsule Endoscopy Using a Transformer Network, Diagnostics'23
Reduced Detection Rate of Artificial Intelligence in Images Obtained ~, Frontiers in Medicine'23
Efficacy of a comprehensive binary classification model using a deep ~, Scientific Reports'21
Artificial intelligence that determines the clinical significance of capsule ~, Plos One'20
