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Sketch Recognition

3 papers with code · Computer Vision
Subtask of Sketch

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Multi-Graph Transformer for Free-Hand Sketch Recognition

24 Dec 2019PengBoXiangShang/multigraph_transformer

In this work, we propose a new representation of sketches as multiple sparsely connected graphs.

SKETCH RECOGNITION

Distribution-Aware Binarization of Neural Networks for Sketch Recognition

9 Apr 2018erilyth/DistributionAwareBinarizedNetworks-WACV18

We present a theoretical analysis of the technique to show the effective representational power of the resulting layers, and explore the forms of data they model best.

SKETCH RECOGNITION

SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval

CVPR 2018 tosmaster/imagevision

Key to our network design is the embedding of unique characteristics of human sketch, where (i) a two-branch CNN-RNN architecture is adapted to explore the temporal ordering of strokes, and (ii) a novel hashing loss is specifically designed to accommodate both the temporal and abstract traits of sketches.

SKETCH RECOGNITION