Papers Vector Graphics
“Vector Graphics” 태그가 달린 논문 88편 · 필터 해제
SketchAgent: Language-Driven Sequential Sketch Generation
Sketching serves as a versatile tool for externalizing ideas, enabling rapid exploration and visual communication that spans various disciplines. While artificial systems have driven substantial advances in content creat…
Vector GraphicsSVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation
Recently, text-guided scalable vector graphics (SVG) synthesis has demonstrated significant potential in domains such as iconography and sketching. However, SVGs generated from existing Text-to-SVG methods often lack edi…
DiversityImage SegmentationSemantic SegmentationVector GraphicsChat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models
Scalable Vector Graphics (SVG) has become the de facto standard for vector graphics in digital design, offering resolution independence and precise control over individual elements. Despite their advantages, creating hig…
Vector GraphicsDeepIcon: A Hierarchical Network for Layer-wise Icon Vectorization
In contrast to the well-established technique of rasterization, vectorization of images poses a significant challenge in the field of computer graphics. Recent learning-based methods for converting raster images to vecto…
Vector GraphicsVector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
Scalable Vector Graphics (SVG) is a popular format on the web and in the design industry. However, despite the great strides made in generative modeling, SVG has remained underexplored due to the discrete and complex nat…
Vector GraphicsArtistic Portrait Drawing with Vector Strokes
In this paper, we present a method, VectorPD, for converting a given human face image into a vector portrait sketch. VectorPD supports different levels of abstraction by simply controlling the number of strokes. Since ve…
Vector GraphicsA Formalization of Image Vectorization by Region Merging
Image vectorization converts raster images into vector graphics composed of regions separated by curves. Typical vectorization methods first define the regions by grouping similar colored regions via color quantization, …
Image SegmentationQuantizationSemantic SegmentationVector GraphicsSegmentation-guided Layer-wise Image Vectorization with Gradient Fills
The widespread use of vector graphics creates a significant demand for vectorization methods. While recent learning-based techniques have shown their capability to create vector images of clear topology, filling these pr…
SegmentationVector GraphicsVGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation
In the realm of vision models, the primary mode of representation is using pixels to rasterize the visual world. Yet this is not always the best or unique way to represent visual content, especially for designers and art…
Vector Graphics2D Neural Fields with Learned Discontinuities
Effective representation of 2D images is fundamental in digital image processing, where traditional methods like raster and vector graphics struggle with sharpness and textural complexity respectively. Current neural fie…
DenoisingSuper-ResolutionVector GraphicsSuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
SVG (Scalable Vector Graphics) is a widely used graphics format that possesses excellent scalability and editability. Image vectorization, which aims to convert raster images to SVGs, is an important yet challenging prob…
SuperpixelsVector GraphicsChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs
Visualizations, such as charts, are crucial for interpreting complex data. However, they are often provided as raster images, which are not compatible with assistive technologies for people with blindness and visual impa…
Language ModelingLanguage ModellingVector GraphicsNIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation
The success of denoising diffusion models in representing rich data distributions over 2D raster images has prompted research on extending them to other data representations, such as vector graphics. Unfortunately due to…
DenoisingVector GraphicsText-to-Vector Generation with Neural Path Representation
Vector graphics are widely used in digital art and highly favored by designers due to their scalability and layer-wise properties. However, the process of creating and editing vector graphics requires creativity and desi…
Vector GraphicsVectorPainter: Advanced Stylized Vector Graphics Synthesis Using Stroke-Style Priors
We introduce VectorPainter, a novel framework designed for reference-guided text-to-vector-graphics synthesis. Based on our observation that the style of strokes can be an important aspect to distinguish different artist…
Imitation LearningVector GraphicsSVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities
Text-to-image models have shown progress in recent years. Along with this progress, generating vector graphics from text has also advanced. SVG is a popular format for vector graphics, and SVG represents a scene with XML…
Vector GraphicsDynamic Typography: Bringing Text to Life via Video Diffusion Prior
Text animation serves as an expressive medium, transforming static communication into dynamic experiences by infusing words with motion to evoke emotions, emphasize meanings, and construct compelling narratives. Crafting…
Vector GraphicsVisually Descriptive Language Model for Vector Graphics Reasoning
Despite significant advancements, large multimodal models (LMMs) still struggle to bridge the gap between low-level visual perception -- focusing on shapes, sizes, and layouts -- and high-level language reasoning, such a…
DescriptiveLanguage ModelingLanguage ModellingQuestion Answering+3SVGCraft: Beyond Single Object Text-to-SVG Synthesis with Comprehensive Canvas Layout
Generating VectorArt from text prompts is a challenging vision task, requiring diverse yet realistic depictions of the seen as well as unseen entities. However, existing research has been mostly limited to the generation…
Layout GenerationVector GraphicsBIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs
This paper introduces a public dataset of 1.4 million procedurally-generated bicycle designs represented parametrically, as JSON files, and as rasterized images. The dataset is created through the use of a rendering engi…
Vector Graphics