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 systematic literature review of deep learning approaches for sketch-based image retrieval: datasets, metrics, and future directions

F Yang, NA Ismail, YY Pang, VR Kebande… - IEEE …, 2024 - ieeexplore.ieee.org
Sketch-based image retrieval (SBIR) utilizes sketches to search for images containing
similar objects or scenes. Due to the proliferation of touch-screen devices, sketching has …

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 …

A comparison of methods for sketch-based 3D shape retrieval

B Li, Y Lu, A Godil, T Schreck, B Bustos… - Computer Vision and …, 2014 - Elsevier
Sketch-based 3D shape retrieval has become an important research topic in content-based
3D object retrieval. To foster this research area, two Shape Retrieval Contest (SHREC) …

[PDF][PDF] Sketch based Image Retrieval using Learned KeyShapes (LKS).

JM Saavedra, JM Barrios, S Orand - BMVC, 2015 - bmva-archive.org.uk
Sketch based image retrieval is a particular case of the image retrieval problem, in which a
query is not a regular example image. Instead, the query is a hand-drawn sketch …

Sketch based image retrieval using a soft computation of the histogram of edge local orientations (s-helo)

JM Saavedra - 2014 IEEE international conference on image …, 2014 - ieeexplore.ieee.org
This paper introduces S-HELO (Soft-Histogram of Edge Local Orientations), an
outperforming method for describing images in the context of sketch based image retrieval …

Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression

T Bui, L Ribeiro, M Ponti, J Collomosse - Computers & Graphics, 2018 - Elsevier
We propose and evaluate several deep network architectures for measuring the similarity
between sketches and photographs, within the context of the sketch based image retrieval …

A deformable CNN-based triplet model for fine-grained sketch-based image retrieval

X Zhang, M Shen, X Li, F Feng - Pattern Recognition, 2022 - Elsevier
With the popularity of electronic touch-screen and pressure sensing devices, fine-grained
sketch based image retrieval (FG-SBIR) has become a research hotspot. In this paper, we …

A hybrid convolutional neural network for sketch recognition

X Zhang, Y Huang, Q Zou, Y Pei, R Zhang… - Pattern Recognition …, 2020 - Elsevier
With the popularity of touch-screen devices, it is becoming increasingly important to
understand users' free-hand sketches in computer vision and human-computer interaction …

Enhanced SBIR based Re-Ranking and Relevance Feedback

S Kumar, A Jain, S Rani, D Ghai… - … on System Modeling …, 2021 - ieeexplore.ieee.org
Day by day need for a continuous assessment on effectiveness and its accuracy of the
recovery algorithm increased. Several sketch-based recovery algorithms exist in the world …