Sketch-Based Image Retrieval

22 papers with code • 3 benchmarks • 4 datasets

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Greatest papers with code

Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval

ymcidence/DeepSketchHashing CVPR 2017

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 with natural images.

Sketch-Based Image Retrieval

Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval

AnjanDutta/sem-pcyc CVPR 2019

Existing works either require aligned sketch-image pairs or inefficient memory fusion layer for mapping the visual information to a semantic space.

Feature Selection Sketch-Based Image Retrieval

SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks

val-iisc/sketch-parse 5 Sep 2017

We propose SketchParse, the first deep-network architecture for fully automatic parsing of freehand object sketches.

Pose Prediction Sketch-Based Image Retrieval

Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval

sounakdey/doodle2search CVPR 2019

Highly abstract amateur human sketches are purposefully sourced to maximize the domain gap, instead of ones included in existing datasets that can often be semi-photorealistic.

Sketch-Based Image Retrieval

Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach

XiSHEN0220/WatermarkReco 27 Aug 2019

Historical watermark recognition is a highly practical, yet unsolved challenge for archivists and historians.

Sketch-Based Image Retrieval

Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval

AyanKumarBhunia/on-the-fly-FGSBIR CVPR 2020

Fine-grained sketch-based image retrieval (FG-SBIR) addresses the problem of retrieving a particular photo instance given a user's query sketch.

Cross-Modal Retrieval On-the-Fly Sketch Based Image Retrieval

Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval

AyanKumarBhunia/on-the-fly-FGSBIR 24 Feb 2020

Fine-grained sketch-based image retrieval (FG-SBIR) addresses the problem of retrieving a particular photo instance given a user's query sketch.

Cross-Modal Retrieval On-the-Fly Sketch Based Image Retrieval

A Zero-Shot Framework for Sketch-based Image Retrieval

ShivaKrishnaM/ZS-SBIR 31 Jul 2018

In this paper, we propose a new benchmark for zero-shot SBIR where the model is evaluated in novel classes that are not seen during training.

Sketch-Based Image Retrieval