Sketchygan: Towards diverse and realistic sketch to image synthesis

W Chen, J Hays - Proceedings of the IEEE conference on …, 2018 - openaccess.thecvf.com
Synthesizing realistic images from human drawn sketches is a challenging problem in
computer graphics and vision. Existing approaches either need exact edge maps, or rely on …

Deep sketch hashing: Fast free-hand sketch-based image retrieval

L Liu, F Shen, Y Shen, X Liu… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Free-hand sketch-based image retrieval (SBIR) is a specific cross-view retrieval task, in
which queries are abstract and ambiguous sketches while the retrieval database is formed …

A zero-shot framework for sketch based image retrieval

SK Yelamarthi, SK Reddy… - Proceedings of the …, 2018 - openaccess.thecvf.com
Sketch-based image retrieval (SBIR) is the task of retrieving images from a natural image
database that correspond to a given hand-drawn sketch. Ideally, an SBIR model should …

Generative domain-migration hashing for sketch-to-image retrieval

J Zhang, F Shen, L Liu, F Zhu, M Yu… - Proceedings of the …, 2018 - openaccess.thecvf.com
Due to the succinct nature of free-hand sketch drawings, sketch-based image retrieval
(SBIR) has abundant practical use cases in consumer electronics. However, SBIR remains a …

Cross-modal subspace learning for fine-grained sketch-based image retrieval

P Xu, Q Yin, Y Huang, YZ Song, Z Ma, L Wang, T Xiang… - Neurocomputing, 2018 - Elsevier
Sketch-based image retrieval (SBIR) is challenging due to the inherent domain-gap
between sketch and photo. Compared with pixel-perfect depictions of photos, sketches are …

Fine-grained image retrieval: the text/sketch input dilemma

J Song, YZ Song, T Xiang… - The 28th British machine …, 2017 - research.ed.ac.uk
Fine-grained image retrieval (FGIR) enables a user to search for a photo of an object
instance based on a mental picture. Depending on how the object is described by the user …

Multi-level region matching for fine-grained sketch-based image retrieval

Z Ling, Z Xing, J Li, L Niu - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) is to use free-hand sketches as
queries to perform instance-level retrieval in an image gallery. Existing works usually …

Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval

Y Wang, F Huang, Y Zhang, R Feng, T Zhang, W Fan - Pattern recognition, 2020 - Elsevier
Abstract Fine-grained Sketch-based Image Retrieval (FG-SBIR), which utilizes hand-drawn
sketches to search the target object images, has recently drawn much attention. It is a …

One sketch for all: One-shot personalized sketch segmentation

A Qi, Y Gryaditskaya, T Xiang… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
We present the first one-shot personalized sketch segmentation method. We aim to segment
all sketches belonging to the same category provisioned with a single sketch with a given …

Synergistic instance-level subspace alignment for fine-grained sketch-based image retrieval

K Li, K Pang, YZ Song, TM Hospedales… - … on Image Processing, 2017 - ieeexplore.ieee.org
We study the problem of fine-grained sketch-based image retrieval. By performing instance-
level (rather than category-level) retrieval, it embodies a timely and practical application …