4 papers · 1 filter
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
Chen-Bin Feng, Youyang Sha, Longfei Liu +4
In this paper, we present FSOD-VFM: Few-Shot Object Detectors with Vision Foundation Models, a framework that leverages vision foundation models to tackle the challenge of few-shot…
SemanticStitch: Enhancing Image Coherence through Foreground-Aware Seam Carving
Ji-Ping Jin, Chen-Bin Feng, Rui Fan +1
Image stitching often faces challenges due to varying capture angles, positional differences, and object movements, leading to misalignments and visual discrepancies. Traditional s…
3D Hand Mesh-Guided AI-Generated Malformed Hand Refinement with Hand Pose Transformation via Diffusion Model
Chen-Bin Feng, Kangdao Liu, Jian Sun +3
The malformed hands in the AI-generated images seriously affect the authenticity of the images. To refine malformed hands, existing depth-based approaches use a hand depth estimato…
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model
Chen-Bin Feng, Qi Lai, Kangdao Liu +2
In semantic segmentation, accurate prediction masks are crucial for downstream tasks such as medical image analysis and image editing. Due to the lack of annotated data, few-shot s…