Text-to-Sketch Synthesis via Adversarial Network
Source abstract
Abstract
In the past, sketches were a standard technique used for recognizing offenders and have remained a valuable tool for law enforcement and social security purposes. However, relying on eyewitness observations can lead to discre... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Face recognition and analysis · Generative Adversarial Networks and Image Synthesis · Law in Society and Culture
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (52)
Show source-provided references
1. Face sketch matching via coupled deep transform learning
2. ForgetMeNot: Memory-aware forensic facial sketch matching
3. Face sketch recognition-an overview
4. A style-based generator architecture for generative adversarial networks
5. The theoretical research of generative adversarial networks: An overview10.1016/j.neucom.2020.12.114 ↗
6. A review: Generative adversarial networks
7. DAE-GAN: Dynamic aspect-aware GAN for text-to-image synthesis
8. StackGAN: Text to photo-realistic image synthesis with stacked generative adversarial networks
9. A realistic image generation of face from text description using the fully trained generative adversarial networks10.1109/ACCESS.2020.3015656 ↗
10. Attribute-guided sketch generation
11. Facial attributes guided deep sketch-to-photo synthesis
12. Deep sketch-photo face recognition assisted by facial attributes
13. Generative adversarial networks: An overview10.1109/MSP.2017.2765202 ↗
14. Generative adversarial networks: Introduction and outlook10.1109/JAS.2017.7510583 ↗
15. Generative adversarial networks10.1145/3422622 ↗
16. Image-to-image translation with conditional adversarial networks
17. Auto-GAN: Self-supervised collaborative learning for medical image synthesis
18. Medical image synthesis for data augmentation and anonymization using generative adversarial networks
19. Identity-aware cyclegan for face photo-sketch synthesis and recognition10.1016/j.patcog.2020.107249 ↗
20. Evaluating the performance of face sketch generation using generative adversarial networks10.1016/j.patrec.2019.10.010 ↗
21. Toward realistic face photo-sketch synthesis via composition-aided GANs
22. Sketchgan: Joint sketch completion and recognition with generative adversarial network
23. Style transfer for anime sketches with enhanced residual U-net and auxiliary classifier GAN
24. DM-GAN: Dynamic memory generative adversarial networks for text-to-image synthesis
25. AttnGAN: Fine-grained text to image generation with attentional generative adversarial networks
26. Semantic image inpainting with multi-stage feature reasoning generative adversarial network
27. A comparison between AttnGAN and DF GAN: Text to image synthesis
28. DF-GAN: A simple and effective baseline for text-to-image synthesis
29. Comparative analysis of AttnGAN, DF-GAN and SSA-GAN
30. Performance enhancement of generative adversarial network for photograph-sketch identification10.1007/s00500-021-05700-w ↗
31. Optimal deep learning based convolution neural network for digital forensics face sketch synthesis in internet of things (IoT)10.1007/s13042-020-01168-6 ↗
32. Conditional generative adversarial networks with total variation and color correction for generating indonesian face photo from sketch10.3390/app121910006 ↗
33. Assessment of image enhancement procedures for matching sketches to photos
34. Forensic estimation of gamma correction in digital images
35. CT scan contrast enhancement using singular value decomposition and adaptive gamma correction10.1007/s11760-017-1232-2 ↗
36. Pallavi · Advances in Intelligent Systems and Computing · 2020 · 1131
37. A framework for suspect face retrieval using linguistic descriptions10.1016/j.eswa.2019.112925 ↗
38. Suspect identification using local facial attributed by fusing facial landmarks on the forensic sketch
39. Jalal · The Visual Computer · 2022
40. A novel approach for generating composite sketches from mugshot photographs
41. Image quality assessment-based approach to estimate the age of Pencil Sketch
42. Self-similarity descriptor and local descriptor-based composite sketch matching
43. Odroid XU4 based implementation of decision level fusion approach for matching computer generated sketches10.1016/j.jocs.2016.07.013 ↗
44. Performance evaluation of no-reference image quality metrics for face biometric images10.1117/1.JEI.27.6.063036 ↗
45. Quality guided sketch-to-photo image synthesis
46. CVAE-GAN: Fine-grained image generation through asymmetric training
47. Facial synthesis from visual attributes via sketch using multiscale generators10.1109/TBIOM.2019.2961926 ↗
48. Adversarial attack on deepfake detection using RL based texture patches
49. Directed adversarial attacks on fingerprints using attributions
50. Analyzing the power of deep learning techniques over the traditional methods using medicare utilization and provider data10.1080/0952813X.2018.1518999 ↗
51. A survey on medical imaging techniques and applications10.36548/jiip.2022.3.005 ↗
52. Advanced digital image processing technique based optical character recognition of scanned document10.36548/jiip.2022.3.007 ↗