1.8k citations · 3.3k across the 73 of their papers we have counts for
9 papers · 2 filters
Aligned Divergent Pathways for Omni-Domain Generalized Person Re-Identification
Eugene P. W. Ang, Shan Lin, Alex C. Kot
Person Re-identification (Person ReID) has advanced significantly in fully supervised and domain generalized Person R e ID. However, methods developed for one task domain transfer…
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification
Eugene P. W. Ang, Shan Lin, Alex C. Kot
Person Re-identification (Person ReID) has progressed to a level where single-domain supervised Person ReID performance has saturated. However, such methods experience a significan…
A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-identification
Eugene P. W. Ang, Shan Lin, Alex C. Kot
Supervised Person Re-identification (Person ReID) methods have achieved excellent performance when training and testing within one camera network. However, they usually suffer from…
Rethinking the Evaluation of Visible and Infrared Image Fusion
Dayan Guan, Yixuan Wu, Tianzhu Liu +2
Visible and Infrared Image Fusion (VIF) has garnered significant interest across a wide range of high-level vision tasks, such as object detection and semantic segmentation. Howeve…
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
Chenqi Kong, Anwei Luo, Peijun Bao +5
Open-set face forgery detection poses significant security threats and presents substantial challenges for existing detection models. These detectors primarily have two limitations…
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
Xiyu Wang, Yufei Wang, Satoshi Tsutsui +3
Diffusion-based models for story visualization have shown promise in generating content-coherent images for storytelling tasks. However, how to effectively integrate new characters…
Color Space Learning for Cross-Color Person Re-Identification
Jiahao Nie, Shan Lin, Alex C. Kot
The primary color profile of the same identity is assumed to remain consistent in typical Person Re-identification (Person ReID) tasks. However, this assumption may be invalid in r…
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning
Songlin Dong, Yingjie Chen, Yuhang He +3
Online task-free continual learning (OTFCL) is a more challenging variant of continual learning which emphasizes the gradual shift of task boundaries and learns in an online mode.…
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
Jiahao Nie, Yun Xing, Gongjie Zhang +5
Cross-Domain Few-Shot Segmentation (CD-FSS) poses the challenge of segmenting novel categories from a distinct domain using only limited exemplars. In this paper, we undertake a co…