Deep Learning for Free-Hand Sketch: A Survey

8 January 2020

Peng Xu

Timothy M. Hospedales

Liang Wang

Papers citing "Deep Learning for Free-Hand Sketch: A Survey"

50 / 146 papers shown

Title
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou K. Cherenkova Anis Kacem Djamila Aouada 101 5 0 18 Dec 2024
Decoupling Layout from Glyph in Online Chinese Handwriting Generation Min-Si Ren Yan-Ming Zhang Yi Chen 36 0 0 03 Oct 2024
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Fan Yang Yang Wu Zheng Wang Wenting Chen S. Sakti Satoshi Nakamura VLM 42 26 0 26 Nov 2022
Sketch2Model: View-Aware 3D Modeling from Single Free-Hand Sketches Song-Hai Zhang Yuanchen Guo Qing-Wen Gu 3DV 31 80 0 14 May 2021
Sketch-QNet: A Quadruplet ConvNet for Color Sketch-based Image Retrieval Anibal Fuentes J. M. Saavedra 57 13 0 22 Apr 2021
Compact and Effective Representations for Sketch-based Image Retrieval Pablo Torres J. M. Saavedra 101 13 0 20 Apr 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 54 29 0 20 Apr 2021
Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis P. Jayaraman Joseph G. Lambourne Hang Chu Yewen Pu 3DV 123 62 0 19 Apr 2021
On Training Sketch Recognizers for New Domains Kemal Tugrul Yesilbek T. M. Sezgin 47 3 0 18 Apr 2021
Cloud2Curve: Generation and Vectorization of Parametric Sketches Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 86 30 0 29 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 56 60 0 25 Mar 2021
Creative Sketch Generation Songwei Ge Vedanuj Goswami C. L. Zitnick Devi Parikh 47 79 0 19 Nov 2020
SHAD3S: A model to Sketch, Shade and Shadow R. Venkataramaiyer A. Joshi Saisha Narang Vinay P. Namboodiri 52 2 0 13 Nov 2020
Sketch-Guided Object Localization in Natural Images Aditay Tripathi Rajath R Dani Anand Mishra Anirban Chakraborty 36 27 0 14 Aug 2020
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 18 21 0 12 Aug 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 54 4 0 07 Jul 2020
BézierSketch: A generative model for scalable vector sketches Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 10 57 0 04 Jul 2020
Multi-Density Sketch-to-Image Translation Network Jialu Huang Liao Jing Zhifeng Tan Sam Kwong DiffM 25 14 0 18 Jun 2020
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt Hangyu Lin Yanwei Fu Yu-Gang Jiang Xiangyang Xue SSL 39 65 0 19 May 2020
Scones: Towards Conversational Authoring of Sketches Forrest Huang E. Schoop David R Ha John F. Canny 105 25 0 12 May 2020
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence Junsoo Lee Eungyeup Kim Yunsung Lee Dongjun Kim Jaehyuk Chang Jaegul Choo DiffM 102 152 0 11 May 2020
StrokeCoder: Path-Based Image Generation from Single Examples using Transformers Sabine Wieluch Friedhelm Schwenker ViT GAN 59 7 0 26 Mar 2020
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval Xinxu Xu Cheng Deng Muli Yang Hao Wang 52 33 0 22 Mar 2020
Synthesizing human-like sketches from natural images using a conditional convolutional decoder Moritz Kampelmühler A. Pinz 42 17 0 16 Mar 2020
Deep Vectorization of Technical Drawings Vage Egiazarian Oleg Voynov Alexey Artemov Denis Volkhonskiy Aleksandr Safin Maria Taktasheva Denis Zorin Evgeny Burnaev 3DPC 44 60 0 11 Mar 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 107 116 0 05 Mar 2020
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 60 31 0 02 Mar 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 51 27 0 26 Feb 2020
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches Bingchen Liu Kunpeng Song Ahmed Elgammal 30 31 0 26 Feb 2020
Sketchformer: Transformer-based Representation for Sketched Structure Leo Sampaio Ferraz Ribeiro Tu Bui John Collomosse M. Ponti 49 127 0 24 Feb 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval A. Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 50 104 0 24 Feb 2020
Fine-Grained Instance-Level Sketch-Based Video Retrieval Peng Xu Kun Liu Tao Xiang Timothy M. Hospedales Zhanyu Ma Jun Guo Yi-Zhe Song 62 32 0 21 Feb 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 56 41 0 03 Feb 2020
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval Anubha Pandey Ashish Mishra Vinay Kumar Verma Anurag Mittal H. Murthy GAN 31 30 0 18 Jan 2020
SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence Deng Yu Lei Li Youyi Zheng Manfred Lau Yi-Zhe Song Chiew-Lan Tai Hongbo Fu 3DPC 43 10 0 16 Jan 2020
Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches Shuai Yang Zhangyang Wang Jiaying Liu Zongming Guo 50 69 0 09 Jan 2020
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 53 86 0 24 Dec 2019
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning Hao Chen M. Giuffrida P. Doerner Sotirios A. Tsaftaris 22 6 0 05 Dec 2019
Zero-Shot Sketch-Based Image Retrieval with Structure-aware Asymmetric Disentanglement Jiangtong Li Zhixin Ling Li Niu Liqing Zhang 33 6 0 29 Nov 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 63 13 0 19 Nov 2019
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval Jianjun Lei Yuxin Song Bo Peng Zhanyu Ma Ling Shao Yi-Zhe Song 3DPC 34 42 0 10 Nov 2019
Mixing realities for sketch retrieval in Virtual Reality D. Giunchi Stuart James Donald Degraen A. Steed 22 15 0 25 Oct 2019
Sketch2Code: Transformation of Sketches to UI in Real-time Using Deep Neural Network Vanita Jain P. Agrawal Subham Banga R. Kapoor Shashwat Gulyani 24 30 0 20 Oct 2019
Sketch-Specific Data Augmentation for Freehand Sketch Recognition Ying Zheng Huanjin Yao Xiaoshuai Sun Shengping Zhang Sicheng Zhao Fatih Porikli 30 15 0 14 Oct 2019
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Ying Zheng Huanjin Yao Xiaoshuai Sun 37 6 0 14 Oct 2019
Unsupervised Doodling and Painting with Improved SPIRAL John F. J. Mellor Eunbyung Park Yaroslav Ganin Igor Babuschkin Tejas D. Kulkarni Dan Rosenbaum Andy Ballard T. Weber Oriol Vinyals S. M. Ali Eslami 70 44 0 02 Oct 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 74 130 0 24 Sep 2019
Unsupervised Sketch-to-Photo Synthesis Runtao Liu Qian Yu Stella X. Yu 53 68 0 18 Sep 2019
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection Xavier Soria Poma Edgar Riba A. Sappa 22 296 0 04 Sep 2019
Scoot: A Perceptual Metric for Facial Sketches Deng-Ping Fan Shengchuan Zhang Yu-Huan Wu Yun-Hai Liu Ming-Ming Cheng Bo Ren Paul L. Rosin Rongrong Ji 299 49 0 21 Aug 2019