Abstraction is at the heart of sketching due to the simple and minimal nature of line drawings. Abstraction entails identifying the essential visual properties of an object or scene …
Given an abstract, deformed, ordinary sketch from untrained amateurs like you and me, this paper turns it into a photorealistic image-just like those shown in Fig. 1 (a), all non-cherry …
X Weng, K Kitani - … of the IEEE/CVF International Conference …, 2019 - openaccess.thecvf.com
Monocular 3D scene understanding tasks, such as object size estimation, heading angle estimation and 3D localization, is challenging. Successful modern-day methods for 3D …
This paper aims to conduct a comprehensive study on facial-sketch synthesis (FSS). However, due to the high cost of obtaining hand-drawn sketch datasets, there is a lack of a …
Sketch-based image retrieval (SBIR) is a cross-modal matching problem which is typically solved by learning a joint embedding space where the semantic content shared between …
In this paper, we present a method for converting a given scene image into a sketch using different types and multiple levels of abstraction. We distinguish between two types of …
In this paper we propose a novel abstraction-aware sketch-based image retrieval framework capable of handling sketch abstraction at varied levels. Prior works had mainly focused on …
Sketchformer is a novel transformer-based representation for encoding free-hand sketches input in a vector form, ie as a sequence of strokes. Sketchformer effectively addresses …
Human sketch has already proved its worth in various visual understanding tasks (eg, retrieval, segmentation, image-captioning, etc). In this paper, we reveal a new trait of …