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Research Notes


Virtual Try-on Research
Title
Link
Publication Date
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1
Detailed Garment Recovery from a Single-View Image
9/12/2016
Open
2
The Conditional Analogy GAN: Swapping Fashion Articles on People Images
10/4/2017
Open
3
Be Your Own Prada: Fashion Synthesis with Structural Coherence∗
10/19/2017
Open
4
Generative Adversarial Network Based Virtual Try On with Clothing Region
1/1/2018
Open
5
GAN Fashion Photo Shoot: Garment to Model Images Using Conditional GANs
1/1/2018
Open
6
SwapNet: Image Based Garment Transfer
1/1/2018
Open
7
Pose Guided Person Image Generation
1/28/2018
Open
8
Multi-View Image Generation from a Single-View
2/27/2018
Open
9
VITON: An Image-based Virtual Try-on Network
6/12/2018
Open
10
Toward Characteristic-Preserving Image-based Virtual Try-On Network
9/12/2018
Open
11
M2E-Try On Net: Fashion from Model to Everyone
11/21/2018
Open
12
ClothFlow: A Flow-Based Model for Clothed Person Generation
1/1/2019
Open
13
Towards Multi-pose Guided Virtual Try-on Network
1/1/2019
Open
14
VITON-GAN: Virtual Try-On Image Generator Trained with Adversarial Loss
1/1/2019
Open
15
FW-GAN: Flow-navigated Warping GAN for Video Virtual Tryon
1/1/2019
Open
16
VTNFP: An Image-based Virtual Try-on Network with Body and Clothing Feature Preservation
1/1/2019
Open
17
LA-VITON: A Network for Looking-Attractive Virtual Try-On
1/1/2019
Open
18
Powering Virtual Try-On via Auxiliary Human Segmentation Learning
1/1/2019
Open
19
Robust Cloth Warping via Multi-Scale Patch Adversarial Loss for Virtual Try-On Framework
1/13/2019
Open
20
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images
1/23/2019
Open
21
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On
6/10/2019
Open
22
Let AI Clothe You: Diversified Fashion Generation
6/19/2019
Open
23
IMAGE-BASED VIRTUAL TRY-ON NETWORK WITH STRUCTURAL COHERENCE
8/26/2019
Open
24
Inpainting-Based Virtual Try-on Network for Selective Garment Transfer
8/28/2019
Open
25
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
9/5/2019
Open
26
FashionOn: Semantic Guided Image-Based Virtual Try-on with Detailed Human and Clothing Information
10/25/2019
Open
27
Generating High-Resolution Fashion Model Images Wearing Custom Outfits
10/28/2019
Open
28
UVTON: UV Mapping to Consider the 3D Structure of a Human in Image-Based Virtual Try-On Network
10/28/2019
Open
29
Powering Virtual Try-On via Auxiliary Human Segmentation Learning
10/28/2019
Open
30
Down to the Last Detail: Virtual Try-on with Detail Carving
12/13/2019
Open
31
Image Based Virtual Try-On Network from Unpaired Data
1/1/2020
Open
32
CloTH-VTON: Clothing Three-dimensional reconstruction for Hybrid image-based Virtual Try-ON
1/1/2020
Open
33
3D Reconstruction of Clothes using a Human Body Model and its Application to Image-based Virtual Try-On
1/1/2020
Open
34
VITON-GT: An Image-based Virtual Try-On Model with Geometric Transformations
1/1/2020
Open
35
SieveNet: A unified Framework for Robust Image-Based Virtual Try-On
1/17/2020
Open
36
Keypoints-Based 2D Virtual Try-on Network System
2/1/2020
Open
37
GarmentGAN: Photo-realistic Adversarial Fashion Transfer
3/4/2020
Open
38
Deep Garment Image Matting for a Virtual Try-on System
3/5/2020
Open
39
Unsupervised Image-to-Video Clothing Transfer
3/5/2020
Open
40
Towards Photo-Realistic Virtual Try-on by Adaptively Generating↔Preserving Image Content
3/12/2020
Open
41
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps
3/27/2020
Open
42
LGVTON: A Landmark Guided Approach to Virtual Try-On
4/1/2020
Open
43
Semantically Multi-Modal Image Synethesis
4/2/2020
Open
44
BadgerFIT: An End to End Virtual Try-on Framework
5/5/2020
Open
45
FashionFit: Analysis of Mapping 3D Pose and Neural Body Fit for Custom Virtual Try-On
5/6/2020
Open
46
CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On
5/26/2020
Open
47
Virtual Try-on with Generative Adversarial Networks: A Taxonomical Survery
5/29/2020
Open
48
Controllable Person Image Synthesis with Attribute-Decomposed GAN
7/19/2020
Open
49
Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On
7/29/2020
Open
50
Dressing In Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing
1/1/2021
Open
51
Virtual Clothing Try-on Using Generative Adversarial Networks
1/1/2021
Open
52
High Resolution Virtual Try-On Network with Coarse-to-fine strategy
1/1/2021
Open
53
Towards Scalable Unpaired Virtual Try-On via patch-routed spatially-adaptive GAN
1/1/2021
Open
54
Disentangled Cycle Consistency for Highly-realistic Virtual Try-on
1/1/2021
Open
55
ZFlow: Gated Appearance Flow-based Virtual Try-on with 3d Priors
1/1/2021
Open
56
TryOnGAN: Body-Aware Try-On via Layered Interpolation
1/1/2021
Open
57
VOGUE: Try-On by StyleGAN Interpolation Optimization
1/1/2021
Open
58
KGDet: Keypoint-Guided Fashion Detection
1/15/2021
Open
59
Parser-Free Virtual Try-on via Distilling Appearance Flows
3/9/2021
Open
60
FashionMirror: Co-attention Feature-remapping Virtual Try-on with Sequential Template Poses
3/16/2021
Open
61
Deep Fashion Swap
3/27/2021
Open
62
Virtual Try-on Network with Attribute Transformation and Local Rendering
4/6/2021
Open
63
Image Based Virtual Fitting Room
4/8/2021
Open
64
An Efficient Style Virtual Try on Network for Clothing Business Industry
5/30/2021
Open
65
Toward Accurate and Realistic Outfits Visualization with Attention to Details
6/11/2021
Open
66
Shape Controllable Virtual Try-on for Underwear Models
7/28/2021
Open
67
WAS-VTON: Warping Architecture Search for Virtual Try-on
8/1/2021
Open
68
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
9/10/2021
Open
69
Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)
11/16/2021
Open
70
PT-VTON: AN IMAGE-BASED VIRTUAL TRY-ON NETWORK WITH PROGRESSIVE POSE ATTENTION TRANSFER
11/23/2021
Open
71
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing
11/24/2021
Open
72
Weakly Supervised High-Fidelity Clothing Model Generation
12/14/2021
Open
73
Towards Detailed Characteristic Preserving Virtual TryOn
1/1/2022
Open
74
C-VTON: Context-Driven Image-Based Virtual Try-On Network
1/1/2022
Open
75
Full-Range Virtual Try-On with Recurrent Tri-Level Transform
1/1/2022
Open
76
Dressing in the Wild by Watching Dance Videos
1/1/2022
Open
77
Dual-Branch Collaborative Transformer for Virtual Try-On
1/1/2022
Open
78
PROBING TRYONGAN
1/5/2022
Open
79
You can try without visiting: a comprehensive survey on virtually try-on outfits
3/10/2022
Open
80
A Flow-Based Generative Network for Photo-realistic Virtual Try-on
3/28/2022
Open
81
WG-VITON: Wearing-Guide Virtual Try-On for Top and Bottom Clothes
5/10/2022
Open
82
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
5/23/2022
Open
83
FitGAN: Fit- and Shape-Realistic Generative Adversarial Networks for Fashion
6/23/2022
Open
84
Spatial Transformation for Image Composition via Correspondence Learning
7/6/2022
Open
85
Dress Code: High-Resolution Multi-Category Virtual Try-On
7/13/2022
Open
86
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose
7/17/2022
Open
87
Single Stage Virtual Try-on via Deformable Attention Flows
7/19/2022
Open
88
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
7/20/2022
Open
89
PASTA-GAN++: A Versatile Framework for High-Resolution Unpaired Virtual Try-on
7/27/2022
Open
90
Cross Attention Based Style Distribution for Controllable Person Image Synthesis
8/1/2022
Open
91
Significance of Skeleton-based Features in Virtual Try-On
9/1/2022
Open
92
Style-Based Global Appearance Flow for Virtual Try-On
9/6/2022
Open
93
Thin Plate Spline Motion Model for Image Animation
9/14/2022
Open
94
Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On
10/3/2022
Open
95
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-On
10/17/2022
Open
96
ST-VTON: Self-supervised vision transformer for image-based virtual try-on
11/1/2022
Open
97
Single Stage Multi-Poise Virtual Try-On
11/19/2022
Open
98
Paint by Example: Exemplar-based Image Editing with Diffusion Models
11/23/2022
Open
99
Towards Hard-Pose Virtual Try-On via 3d-aware Global Correspondence Learning
11/25/2022
Open
100
High fidelity virtual try-on network via semantic adaptation and distributed componentization
12/1/2022
Open
101
Linking Garment with Person Via Semantically Associated Landmarks for Virtual Try-On
1/1/2023
Open
102
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup
1/3/2023
Open
103
FICE: Text-Conditioned Fashion Image Editing with Guided GAN Inversion
1/5/2023
Open
104
IMAGE-BASED VIRTUAL TRY-ON SYSTEM WITH CLOTHING-SIZE ADJUSTMENT
2/27/2023
Open
105
VTNCT: An Image-based virtual try-on network by combing feature with pixel transformation
3/24/2023
Open
106
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global Parsing Learning
3/24/2023
Open
107

Virtual Try On Project Using Python | Deep Learning and Pose Detection

4/15/2023
Open
108
PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm
4/18/2023
Open
109
Look ATME: The Discriminator Mean Entropy Needs Attention
4/18/2023
Open
110
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-On
4/24/2023
Open
111
Virtual Dressing Room System Using Deep Neural Networks
5/1/2023
Open
112
DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling
5/2/2023
Open
113
DreamPose: Fashion Image-to-video synthesis via stable diffusion
5/4/2023
Open
114
CF-VTON: Multi-Pose Virtual Try-on with Cross Domain Fusion
5/5/2023
Open
115
FashionTex: Controllable Virtual Try-on with Text and Texture
5/8/2023
Open
116
TryOnDiffustion: A Tale of Two UNets
6/14/2023
Open
117
Fashion Matrix: Editing Photos by Just Talking
7/25/2023
Open
118
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On
8/3/2023
Open
119
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow
8/11/2023
Open
120
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation
8/18/2023
Open
121
Cloth Interactive Transformer for Virtual Try-On
8/20/2023
Open
122
Diffusion-GAN: Training GANs with Diffusion
8/25/2023
Open
123
DM-VTON: Distilled Mobile Real-time Virtual Try-On
8/26/2023
Open
124
Self-adaptive Clothing Mapped based Virtual Try On
9/13/2023
Open
125
Learning and Recognition of Clothing Genres from full-body images
9/15/2023
Open
126
BeautyGlow: On-Demand Makeup Transfer Framework with Reversible Generative Network
Open
127
What Dress Fits Me Best? Recommendation on the clothing style for personal body shape
Open
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mental-state

Questions to be Answered

Does skin color play a nontrivial role in virtual try on, where image A is the user is a different ethnicity than image B, the model wearing the garment to be tried on. I have seen where pose and body shape are considered, but not features such as skin, hair, or eye color.

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