9 papers
EPEdit: Redefining Image Editing with Generative AI and User-Centric Design
Hoang-Phuc Nguyen, Dinh-Khoi Vo, Trong-Le Do +7
The demand for image manipulation has seen a significant increase recently. Traditional tools like Photoshop and Capture One, while powerful, require considerable expertise to use…
Rethinking Text-to-Image as Semantic-Aware Data Augmentation for Indoor Scene Recognition
Trong-Vu Hoang, Quang-Binh Nguyen, Dinh-Khoi Vo +3
In the realm of computer vision, indoor image recognition presents challenges due to the intricate interplay of lighting conditions, occlusions, and diverse object arrangements wit…
VietFashion: Benchmarking Sketch-Text Composed Image Retrieval for Cultural Outfits
Hoang-Nguyen Cao, Le-Hoang Bui, Dinh-Khoi Vo +2
Cultural garments pose a unique challenge for visual retrieval systems, as their identity often depends on subtle structural and symbolic details that are poorly captured by standa…
CPAM: Context-Preserving Adaptive Manipulation for Zero-Shot Real Image Editing
Dinh-Khoi Vo, Thanh-Toan Do, Tam V. Nguyen +2
Editing natural images using textual descriptions in text-to-image diffusion models remains a significant challenge, particularly in achieving consistent generation and handling co…
Shape2Animal: Creative Animal Generation from Natural Silhouettes
Quoc-Duy Tran, Anh-Tuan Vo, Dinh-Khoi Vo +3
Humans possess a unique ability to perceive meaningful patterns in ambiguous stimuli, a cognitive phenomenon known as pareidolia. This paper introduces Shape2Animal framework to mi…
PANDORA: Pixel-wise Attention Dissolution and Latent Guidance for Zero-Shot Object Removal
Dinh-Khoi Vo, Van-Loc Nguyen, Tam V. Nguyen +2
Removing objects from natural images is challenging due to difficulty of synthesizing semantically coherent content while preserving background integrity. Existing methods often re…