21.4.1.13 Clothing Styles, Fashion Related

Chapter Contents (Back)
Human Pose. Fashions. Clothes.
See also Clothing Try-On Systems.
See also Human Posture, or Human Pose, Human Body Pose.
See also Rendering, Cloth, Clothing, Fabric.

Liu, S.[Si], Feng, J.S.[Jia-Shi], Domokos, C., Xu, H.[Hui], Huang, J.S.[Jun-Shi], Hu, Z.Z.[Zhen-Zhen], Yan, S.C.[Shui-Cheng],
Fashion Parsing With Weak Color-Category Labels,
MultMed(16), No. 1, January 2014, pp. 253-265.
IEEE DOI 1402
computer vision BibRef

Yang, X.D.[Xiao-Dong], Yuan, S.[Shuai], Tian, Y.L.[Ying-Li],
Assistive Clothing Pattern Recognition for Visually Impaired People,
HMS(44), No. 2, April 2014, pp. 234-243.
IEEE DOI 1404
Bluetooth BibRef

Yang, J.[Jia], Chan, C.K.[Chee Kooi], Luximon, A.[Ameersing],
A Survey on 3D Human Body Modeling for Interactive Fashion Design,
IJIG(13), No. 04, 2013, pp. 1350021.
DOI Link 1404
BibRef

Liu, S.[Si], Liu, L.[Luoqi], Yan, S.C.[Shui-Cheng],
Fashion Analysis: Current Techniques and Future Directions,
MultMedMag(21), No. 2, April 2014, pp. 72-79.
IEEE DOI 1407
Clothing BibRef

Yamaguchi, K.[Kota], Kiapour, M.H.[M. Hadi], Ortiz, L.E.[Luis E.], Berg, T.L.[Tamara L.],
Retrieving Similar Styles to Parse Clothing,
PAMI(37), No. 5, May 2015, pp. 1028-1040.
IEEE DOI 1504
BibRef
Earlier:
Parsing clothing in fashion photographs,
CVPR12(3570-3577).
IEEE DOI 1208
BibRef
Earlier: A1, A2, A4, Only:
Paper Doll Parsing: Retrieving Similar Styles to Parse Clothing Items,
ICCV13(3519-3526)
IEEE DOI 1403
Estimation. clothing parsing; clothing recognition; segmentation BibRef

Kiapour, M.H., Han, X., Lazebnik, S., Berg, A.C.[Alexander C.], Berg, T.L.[Tamara L.],
Where to Buy It: Matching Street Clothing Photos in Online Shops,
ICCV15(3343-3351)
IEEE DOI 1602
Clothing BibRef

Kiapour, M.H.[M. Hadi], Yamaguchi, K.[Kota], Berg, A.C.[Alexander C.], Berg, T.L.[Tamara L.],
Hipster Wars: Discovering Elements of Fashion Styles,
ECCV14(I: 472-488).
Springer DOI 1408
BibRef

Vittayakorn, S.[Sirion], Yamaguchi, K.[Kota], Berg, A.C.[Alexander C.], Berg, T.L.[Tamara L.],
Runway to Realway: Visual Analysis of Fashion,
WACV15(951-958)
IEEE DOI 1503
Clothing BibRef

Mariolis, I.[Ioannis], Malassiotis, S.[Sotiris],
Modelling folded garments by fitting foldable templates,
MVA(26), No. 4, May 2015, pp. 549-560.
Springer DOI 1506
BibRef
Earlier:
Matching Folded Garments to Unfolded Templates Using Robust Shape Analysis Techniques,
CAIP13(II:193-200).
Springer DOI 1311
BibRef

Liu, S., Liang, X., Liu, L., Lu, K., Lin, L., Cao, X., Yan, S.,
Fashion Parsing With Video Context,
MultMed(17), No. 8, August 2015, pp. 1347-1358.
IEEE DOI 1506
Clothing BibRef

Liang, X., Lin, L.[Liang], Yang, W.[Wei], Luo, P.[Ping], Huang, J., Yan, S.,
Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval,
MultMed(18), No. 6, June 2016, pp. 1175-1186.
IEEE DOI 1605
BibRef
Earlier: A3, A4, A2, Only:
Clothing Co-parsing by Joint Image Segmentation and Labeling,
CVPR14(3182-3189)
IEEE DOI 1409
Clothing Recognition; EM Algorithm; Human Parsing; Image Understand BibRef

Zhao, B., Wu, X., Peng, Q., Yan, S.,
Clothing Cosegmentation for Shopping Images With Cluttered Background,
MultMed(18), No. 6, June 2016, pp. 1111-1123.
IEEE DOI 1605
Clothing BibRef

Wang, F.[Fan], Zhao, Q.Y.[Qi-Yang], Yin, B.L.[Bao-Lin], Xu, T.[Tao],
Parsing Fashion Image into Mid-Level Semantic Parts Based on Chain-Conditional Random Fields,
IET-IPR(10), No. 6, 2016, pp. 456-463.
DOI Link 1606
clothing BibRef

Li, H.L.[Hong-Lin], Toyoura, M.[Masahiro], Shimizu, K.[Kazumi], Yang, W.[Wei], Mao, X.Y.[Xiao-Yang],
Retrieval of clothing images based on relevance feedback with focus on collar designs,
VC(32), No. 10, October 2016, pp. 1351-1363.
WWW Link. 1610
BibRef

Li, Y., Cao, L., Zhu, J., Luo, J.,
Mining Fashion Outfit Composition Using an End-to-End Deep Learning Approach on Set Data,
MultMed(19), No. 8, August 2017, pp. 1946-1955.
IEEE DOI 1708
Context, Footwear, Image coding, Machine learning, Silicon, Visualization, Big data applications, multilayer neural network, multimedia, computing BibRef

Zhang, X., Jia, J., Gao, K., Zhang, Y., Zhang, D., Li, J., Tian, Q.,
Trip Outfits Advisor: Location-Oriented Clothing Recommendation,
MultMed(19), No. 11, November 2017, pp. 2533-2544.
IEEE DOI 1710
Benchmark testing, Clothing, Correlation, Image color analysis, Meteorology, Multimedia systems, Support vector machines, Clothing recommendation, fashion analysis, location-based, multimedia, system BibRef

Hidayati, S.C., You, C.W., Cheng, W.H., Hua, K.L.,
Learning and Recognition of Clothing Genres From Full-Body Images,
Cyber(48), No. 5, May 2018, pp. 1647-1659.
IEEE DOI 1804
Algorithm design and analysis, Clothing, Feature extraction, Image color analysis, Image recognition, Torso, Visualization, style element BibRef

Hidayati, S.C., Goh, T.W., Chan, J.S.G., Hsu, C.C., See, J., Wong, L.K., Hua, K.L., Tsao, Y., Cheng, W.H.,
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes,
MultMed(23), 2021, pp. 365-377.
IEEE DOI 2012
Clothing, Shape, Correlation, Shape measurement, Task analysis, Big Data, Semantics, Fashion analysis, recommender system, correlation BibRef

Chen, Z., Xu, Z., Zhang, Y., Gu, X.,
Query-Free Clothing Retrieval via Implicit Relevance Feedback,
MultMed(20), No. 8, August 2018, pp. 2126-2137.
IEEE DOI 1808
Bayes methods, clothing, content-based retrieval, feature extraction, relevance feedback, retail data processing, attribute learning BibRef

Ak, K.E.[Kenan E.], Lim, J.H.[Joo Hwee], Tham, J.Y.[Jo Yew], Kassim, A.A.[Ashraf A.],
Which shirt for my first date? Towards a flexible attribute-based fashion query system,
PRL(112), 2018, pp. 212-218.
Elsevier DOI 1809
BibRef

Gu, X., Wong, Y., Shou, L., Peng, P., Chen, G., Kankanhalli, M.S.,
Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis,
MultMed(21), No. 6, June 2019, pp. 1524-1537.
IEEE DOI 1906
Measurement, Clothing, Correlation, Machine learning, Semantics, Visualization, Market research, Multi-view embedding learning, fashion analysis BibRef

Zhou, W.[Wei], Mok, P.Y., Zhou, Y.H.[Yang-Hong], Zhou, Y.P.[Yang-Ping], Shen, J.L.[Jia-Lie], Qu, Q.A.[Qi-Ang], Chau, K.P.,
Fashion recommendations through cross-media information retrieval,
JVCIR(61), 2019, pp. 112-120.
Elsevier DOI 1906
Fashion recommendations, Image retrieval, Human parsing, Image features BibRef

Liu, Y., Chen, W., Liu, L., Lew, M.S.,
SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer,
MultMed(21), No. 9, September 2019, pp. 2209-2222.
IEEE DOI 1909
Clothing, Generators, Image generation, Task analysis, Shape, Strain, Image segmentation BibRef

Han, X., Song, X., Yao, Y., Xu, X., Nie, L.,
Neural Compatibility Modeling With Probabilistic Knowledge Distillation,
IP(29), No. 1, 2020, pp. 871-882.
IEEE DOI 1910
Knowledge engineering, Clothing, Neural networks, Probabilistic logic, Visualization, Computational modeling, probabilistic knowledge distillation BibRef

Zhang, S., Song, Z., Cao, X., Zhang, H., Zhou, J.,
Task-Aware Attention Model for Clothing Attribute Prediction,
CirSysVideo(30), No. 4, April 2020, pp. 1051-1064.
IEEE DOI 2004
Clothing, Task analysis, Semantics, Visualization, Image color analysis, Feature extraction, Information security, curriculum learning BibRef

Jing, P.G.[Pei-Guang], Ye, S.[Shu], Nie, L.Q.[Li-Qiang], Liu, J.[Jing], Su, Y.T.[Yu-Ting],
Low-Rank Regularized Multi-Representation Learning for Fashion Compatibility Prediction,
MultMed(22), No. 6, June 2020, pp. 1555-1566.
IEEE DOI 2005
Sparse matrices, Matrix decomposition, Clothing, Feature extraction, Task analysis, Manifolds, Visualization, subspace learning
See also Learning Low-Rank Sparse Representations With Robust Relationship Inference for Image Memorability Prediction. BibRef

Su, Y.T.[Yu-Ting], Hong, D.Z.[Dao-Zheng], Li, Y.[Yang], Jing, P.G.[Pei-Guang],
Low-Rank Regularized Deep Collaborative Matrix Factorization for Micro-Video Multi-Label Classification,
SPLetters(27), 2020, pp. 740-744.
IEEE DOI 2006
Matrix decomposition, Feature extraction, Collaboration, Covariance matrices, Task analysis, Correlation, Semantics, low-rank BibRef

Lu, W.[Wei], Li, D.S.[De-Sheng], Nie, L.Q.[Li-Qiang], Jing, P.G.[Pei-Guang], Su, Y.T.[Yu-Ting],
Learning Dual Low-Rank Representation for Multi-Label Micro-Video Classification,
MultMed(25), 2023, pp. 77-89.
IEEE DOI 2301
Correlation, Matrix decomposition, Task analysis, Semantics, Dictionaries, Estimation, Multimedia Web sites, Micro-video, low-rank representation BibRef

Jing, P.G.[Pei-Guang], Zhang, J.[Jing], Nie, L.Q.[Li-Qiang], Ye, S.[Shu], Liu, J.[Jing], Su, Y.T.[Yu-Ting],
Tripartite Graph Regularized Latent Low-Rank Representation for Fashion Compatibility Prediction,
MultMed(24), 2022, pp. 1277-1287.
IEEE DOI 2204
Feature extraction, Task analysis, Correlation, Semantics, Clothing, Visualization, Industries, Correlation, fashion compatibility, latent low-rank representation BibRef

Bu, Q.R.[Qi-Rong], Zeng, K.[Kai], Wang, R.[Rui], Feng, J.[Jun],
Multi-depth dilated network for fashion landmark detection with batch-level online hard keypoint mining,
IVC(99), 2020, pp. 103930.
Elsevier DOI 2006
Fashion landmark detection, Convolutional neural network, Deep learning BibRef

Zhan, H.J.[Hui-Jing], Yi, C.Y.[Chen-Yu], Shi, B.X.[Bo-Xin], Lin, J.[Jie], Duan, L.Y.[Ling-Yu], Kot, A.C.[Alex C.],
Pose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning,
MultMed(23), 2021, pp. 133-144.
IEEE DOI 2012
Clothing, Image generation, Shape, Task analysis, Semantics, Visualization, Pose-normalization, image generation, street-to-shop BibRef

Zhan, H.J.[Hui-Jing], Shi, B.X.[Bo-Xin], Chen, J.W.[Jia-Wei], Zheng, Q.[Qian], Duan, L.Y.[Ling-Yu], Kot, A.C.[Alex C.],
Fashion Recommendation on Street Images,
ICIP19(280-284)
IEEE DOI 1910
Fashion Recommendation, Outfit Completion, Street Photos, Curriculum Learning BibRef

Li, X.R.[Xian-Rui], Ye, Z.L.[Zhi-Ling], Zhang, Z.[Zhao], Zhao, M.B.[Ming-Bo],
Clothes image caption generation with attribute detection and visual attention model,
PRL(141), 2021, pp. 68-74.
Elsevier DOI 2101
Image caption generation, Visual attention mechanism, LSTM, Fashion AI, CNN, Transfer learning BibRef

Lu, S.F.[Shu-Fang], Zhu, X.[Xiang], Wu, Y.Y.[Ying-Ying], Wan, X.M.[Xian-Mei], Gao, F.[Fei],
Outfit compatibility prediction with multi-layered feature fusion network,
PRL(147), 2021, pp. 150-156.
Elsevier DOI 2106
Outfit compatibility, Fashion recommendation, Feature fusion model, Non-local operation BibRef

Cheng, W.H.[Wen-Huang], Song, S.[Sijie], Chen, C.Y.[Chieh-Yun], Hidayati, S.C.[Shintami Chusnul], Liu, J.[Jiaying],
Fashion Meets Computer Vision: A Survey,
Surveys(54), No. 4, July 2021, pp. xx-yy.
DOI Link 2107
Survey, Fashion. fashion detection, fashion analysis, Intelligent fashion, fashion synthesis, fashion recommendation BibRef

Makkapati, V.V.[Vishnu V.],
Generative System and Method for Creating Fashion Products,
US_Patent11,055,880, July 6, 2021.
WWW Link. BibRef 2107

Makkapati, V.V.[Vishnu V.],
Discrete Wavelet Transform based Generative System and Method,
US_Patent11,004,242, May 11, 2021.
WWW Link. BibRef 2105

Makkapati, V.V.[Vishnu V.],
Systems and Methods to Determine Size and Color of a Fashion Apparel,
US_Patent10,853,683, December 1, 2020.
WWW Link. BibRef 2012

Gupta, A., Makkapati, V.V.[Vishnu V.],
System and Method to Determine Color Variants of a Fashion Product,
US_Patent10,796,454, October 6, 2020.
WWW Link. BibRef 2010

Makkapati, V.V.[Vishnu V.],
System and Method for Extraction of Design Elements of Fashion Products,
US_Patent10,769,481, September 8, 2020.
WWW Link. BibRef 2009

Prakash, A., Makkapati, V.V.[Vishnu V.], Arora, S.,
Systems and Methods for Prediction of Sellability of Fashion Products,
US_Patent11,276,100, March 15, 2022.
WWW Link. BibRef 2203

Gu, X.L.[Xiao-Ling], Yu, J.[Jun], Wong, Y.K.[Yong-Kang], Kankanhalli, M.S.[Mohan S.],
Toward Multi-Modal Conditioned Fashion Image Translation,
MultMed(23), 2021, pp. 2361-2371.
IEEE DOI 2108
Task analysis, Generators, Semantics, Image generation, Clothing, Visualization, Generative adversarial network, image-to-image translation BibRef

Su, H.B.[Hai-Bo], Wang, P.[Peng], Liu, L.Q.[Ling-Qiao], Li, H.[Hui], Li, Z.[Zhen], Zhang, Y.N.[Yan-Ning],
Where to Look and How to Describe: Fashion Image Retrieval With an Attentional Heterogeneous Bilinear Network,
CirSysVideo(31), No. 8, August 2021, pp. 3254-3265.
IEEE DOI 2108
Visualization, Feature extraction, Task analysis, Semantics, Data mining, Brain modeling, Adaptation models, Fashion retrieval, attention BibRef

Liu, X.[Xin], Sun, Y.B.[Yong-Bin], Liu, Z.[Ziwei], Lin, D.[Dahua],
Learning Diverse Fashion Collocation by Neural Graph Filtering,
MultMed(23), 2021, pp. 2894-2901.
IEEE DOI 2109
Visualization, Image color analysis, Footwear, Filtering, Image edge detection, Fashion recommendation, deep learning BibRef

Dong, J.F.[Jian-Feng], Ma, Z.[Zhe], Mao, X.F.[Xiao-Feng], Yang, X.[Xun], He, Y.[Yuan], Hong, R.[Richang], Ji, S.[Shouling],
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning,
IP(30), 2021, pp. 8410-8425.
IEEE DOI 2110
Feature extraction, Task analysis, Location awareness, Training, Extraterrestrial measurements, Deep learning, Computer science, image retrieval BibRef

Al-Halah, Z.[Ziad], Grauman, K.[Kristen],
Modeling Fashion Influence From Photos,
MultMed(23), 2021, pp. 4143-4157.
IEEE DOI 2112
Urban areas, Visualization, Predictive models, Clothing, Forecasting, Market research, Social networking (online), style forecasting BibRef

Zhan, H.J.[Hui-Jing], Lin, J.[Jie], Ak, K.E.[Kenan Emir], Shi, B.X.[Bo-Xin], Duan, L.Y.[Ling-Yu], Kot, A.C.[Alex C.],
A^3-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction,
MultMed(24), 2022, pp. 819-831.
IEEE DOI 2202
Semantics, Knowledge engineering, Color, Aggregates, Visualization, Task analysis, Recurrent neural networks, Attention, personalized preference prediction BibRef

Wan, Y.Q.[Yong-Quan], Yan, C.R.[Cai-Rong], Zhang, B.F.[Bo-Feng], Zou, G.B.[Guo-Bing],
Learning Image Representation via Attribute-Aware Attention Networks for Fashion Classification,
MMMod22(I:69-81).
Springer DOI 2203
BibRef

Trakulwaranont, D.[Donnaphat], Kastner, M.A.[Marc A.], Satoh, S.[Shin'ichi],
Personalized Fashion Recommendation Using Pairwise Attention,
MMMod22(II:218-229).
Springer DOI 2203
BibRef

Ding, Y.J.[Yu-Juan], Ma, Y.S.[Yun-Shan], Liao, L.Z.[Li-Zi], Wong, W.K.[Wai Keung], Chua, T.S.[Tat-Seng],
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media,
MultMed(24), 2022, pp. 2287-2299.
IEEE DOI 2205
Market research, Forecasting, Predictive models, Task analysis, Social networking (online), Urban areas, Image color analysis, social media BibRef

Ding, Y.J.[Yu-Juan], Ma, Y.S.[Yun-Shan], Wong, W.K.[Wai Keung], Chua, T.S.[Tat-Seng],
Modeling Instant User Intent and Content-Level Transition for Sequential Fashion Recommendation,
MultMed(24), 2022, pp. 2687-2700.
IEEE DOI 2205
Task analysis, Markov processes, Color, Aggregates, Recommender systems, Visualization, Semantics, Translation method BibRef

Gupta, A., Makkapati, V.[Vishnu], Garg, V.,
Generation System and Method,
US_Patent11,461,510, October 4, 2022
WWW Link. Combining clothing designs. BibRef 2210

Su, Z.Q.[Zhao-Qi], Yu, T.[Tao], Wang, Y.G.[Yan-Gang], Liu, Y.B.[Ye-Bin],
DeepCloth: Neural Garment Representation for Shape and Style Editing,
PAMI(45), No. 2, February 2023, pp. 1581-1593.
IEEE DOI 2301
Clothing, Shape, Animation, Topology, Image reconstruction, Solid modeling, Garment digitization, garment representation, 3D reconstruction and animation BibRef

Fang, N.[Naiyu], Qiu, L.[Lemiao], Zhang, S.[Shuyou], Wang, Z.L.[Zi-Li], Hu, K.[Kerui], Wang, K.[Kang],
A novel DAGAN for synthesizing garment images based on design attribute disentangled representation,
PR(136), 2023, pp. 109248.
Elsevier DOI 2301
DAGAN, Garment design attributes, Disentangled representation, Garment image synthesis, Online costume design BibRef

Xu, G.[Gao], Zhou, W.[Wujie], Qian, X.H.[Xiao-Hong], Ye, L.[Lv], Lei, J.S.[Jing-Sheng], Yu, L.[Lu],
CCFNet: Cross-Complementary fusion network for RGB-D scene parsing of clothing images,
JVCIR(90), 2023, pp. 103727.
Elsevier DOI 2301
RGB-D, Cross-complementary fusion, Cross-feature enhancement module, Scene parsing, Cross-modal fusion module BibRef

Papadopoulos, S.I.[Stefanos-Iordanis], Koutlis, C.[Christos], Papadopoulos, S.[Symeon], Kompatsiaris, I.[Ioannis],
VICTOR: Visual incompatibility detection with transformers and fashion-specific contrastive pre-training,
JVCIR(90), 2023, pp. 103741.
Elsevier DOI 2301
Recommendation system, Outfit matching, Visual compatibility, Deep learning BibRef

Jiang, S.[Songyao], Liu, H.F.[Hong-Fu], Wu, Y.[Yue], Fu, Y.[Yun],
Spatially Constrained GAN for Face and Fashion Synthesis,
FG21(01-08)
IEEE DOI 2303
Image segmentation, Visualization, Image synthesis, Face recognition, Semantics, Gesture recognition BibRef

Sun, K.[Kexin], Zhang, J.[Jie], Zhang, P.[Peng], Yuan, K.[Kexin], Li, G.[Geng],
TsrNet: A two-stage unsupervised approach for clothing region-specific textures style transfer,
JVCIR(91), 2023, pp. 103778.
Elsevier DOI 2303
Object-level fashion texture transfer, TsrNet, Mask-GAN, Drf-module, Texture structure loss BibRef

Song, X.M.[Xue-Meng], Fang, S.T.[Shi-Ting], Chen, X.L.[Xiao-Lin], Wei, Y.W.[Yin-Wei], Zhao, Z.Z.[Zhong-Zhou], Nie, L.Q.[Li-Qiang],
Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling,
MultMed(25), 2023, pp. 856-867.
IEEE DOI 2303
Visualization, Feature extraction, Estimation, Predictive models, Footwear, Task analysis, Shape, Graph convolutional network, outfit compatibility modeling BibRef

Gao, Y.M.[Yi-Ming], Kuang, Z.H.[Zhang-Hui], Li, G.B.[Guan-Bin], Luo, P.[Ping], Chen, Y.M.[Yi-Min], Lin, L.[Liang], Zhang, W.[Wayne],
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid,
PAMI(45), No. 6, June 2023, pp. 7019-7034.
IEEE DOI 2305
BibRef
Earlier: A2, A1, A3, A4, A5, A6, A7: ICCV19(3066-3075)
IEEE DOI 2004
Clothing, Cognition, Benchmark testing, Feature extraction, Task analysis, Training, Fashion retrieval, graph reasoning, similarity pyramid. Clothing industry, convolutional neural nets, electronic commerce, graph theory BibRef

Yan, H.[Han], Zhang, H.J.[Hai-Jun], Shi, J.Y.[Jian-Yang], Ma, J.H.[Jiang-Hong],
Texture Brush for Fashion Inspiration Transfer: A Generative Adversarial Network With Heatmap-Guided Semantic Disentanglement,
CirSysVideo(33), No. 5, May 2023, pp. 2381-2395.
IEEE DOI 2305
Semantics, Feature extraction, Heating systems, Visualization, Training, Generative adversarial networks, Codes, image translation BibRef

Yan, H.[Han], Zhang, H.J.[Hai-Jun], Liu, L.L.[Lin-Lin], Zhou, D.L.[Dong-Liang], Xu, X.F.[Xiao-Fei], Zhang, Z.[Zhao], Yan, S.C.[Shui-Cheng],
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators,
MultMed(25), 2023, pp. 2323-2338.
IEEE DOI 2306
Rendering (computer graphics), Training, Clothing, Solid modeling, Image synthesis, Aerospace electronics, Process control, fashion data BibRef

Tang, Y.H.[Yu-Hao], Zhang, L.Y.[Li-Yan], Yuan, Y.[Ye], Chen, Z.X.[Zhi-Xian],
Describe Fashion Products via Local Sparse Self-Attention Mechanism and Attribute-Based Re-Sampling Strategy,
CirSysVideo(33), No. 7, July 2023, pp. 3409-3424.
IEEE DOI 2307
Task analysis, Visualization, Annotations, Feature extraction, Decoding, Computational modeling, Transformers, Fashion dataset, transformer BibRef

Scaramuzzino, G.[Giovanna], Becattini, F.[Federico], del Bimbo, A.[Alberto],
Attribute disentanglement with gradient reversal for interactive fashion retrieval,
PRL(172), 2023, pp. 203-212.
Elsevier DOI 2309
Attribute manipulation, Disentanglement, Fashion retrieval BibRef

Qie, J.[Jinge], Gao, Y.X.[Yi-Xing], Feng, R.Y.[Run-Yang], Wang, X.[Xin], Yang, J.L.[Jie-Long], Dasgupta, E.[Esha], Chang, H.J.[Hyung Jin], Chang, Y.[Yi],
Cross-domain Representation Learning for Clothes Unfolding in Robot-assisted Dressing,
ACVR22(658-671).
Springer DOI 2304
BibRef

Bertiche, H.[Hugo], Madadi, M.[Meysam], Escalera, S.[Sergio],
Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image,
FG21(1-8)
IEEE DOI 2303
Geometry, Training, Point cloud compression, Manifolds, Surface reconstruction, Image color analysis BibRef

Rial-Farràs, A.[Albert], Madadi, M.[Meysam], Escalera, S.[Sergio],
UV-based reconstruction of 3D garments from a single RGB image,
FG21(1-8)
IEEE DOI 2303
Solid modeling, Shape, Network topology, Clothing, Lightning, Lighting BibRef

Kong, C.[Chaerin], Jeon, D.[DongHyeon], Kwon, O.[Ohjoon], Kwak, N.[Nojun],
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation,
WACV23(848-857)
IEEE DOI 2302
Visualization, Scalability, Semantics, Pipelines, Diffusion processes, Generators, image and video synthesis BibRef

Tian, Y.X.[Yu-Xin], Newsam, S.[Shawn], Boakye, K.[Kofi],
Fashion Image Retrieval with Text Feedback by Additive Attention Compositional Learning,
WACV23(1011-1021)
IEEE DOI 2302
Deep learning, Additives, Image retrieval, Neural networks, Benchmark testing, Applications: Commercial/retail, Arts/games/social media BibRef

Duan, L.[Li], Aragon-Camarasa, G.[Gerardo],
Recognising Known Configurations of Garments For Dual-Arm Robotic Flattening,
ICRVC22(340-344)
IEEE DOI 2301
Industries, Image recognition, Service robots, Clothing, Pattern recognition, Planning, pattern recognition, robot vision, deformable objects BibRef

Song, C.H.[Chull Hwan], Han, H.J.[Hye Joo],
Convolutional Attribute Mask with Two-step Attention for Fashion Image Retrieval,
ICPR22(2093-2099)
IEEE DOI 2212
Image retrieval BibRef

Chen, Y.[Yilin], Zhou, F.[Fan], Su, Z.[Zhuo],
Cross-Rolling Attention Network for Fashion Landmark Detection,
ICPR22(4837-4843)
IEEE DOI 2212
Training, Fuses, Feature extraction BibRef

Popli, A.[Additya], Kumar, V.[Vijay], Jos, S.[Sujit], Tandon, S.[Saraansh],
Learning Fashion Compatibility from In-the-wild Images,
ICPR22(4920-4926)
IEEE DOI 2212
Training, Visualization, Self-supervised learning, Footwear, Benchmark testing, Task analysis BibRef

Xiao, L.[Ling], Yamasaki, T.[Toshihiko],
Sat: Self-Adaptive Training for Fashion Compatibility Prediction,
ICIP22(2431-2435)
IEEE DOI 2211
Training, Adaptation models, Design methodology, Color, Predictive models, Standards, Fashion compatibility prediction, conditional similarity networks BibRef

Cai, C.[Chen], Yap, K.H.[Kim-Hui], Wang, S.[Suchen],
Attribute Conditioned Fashion Image Captioning,
ICIP22(1921-1925)
IEEE DOI 2211
Semantics, Predictive models, Controllable fashion image captioning, Semantic attributes, FACAD170K Dataset BibRef

Chen, Y.L.[Yu-Lan], Wu, Z.Y.[Zhi-Yong], Shen, Z.[Zheyan], Jia, J.[Jia],
Learning from Designers: Fashion Compatibility Analysis Via Dataset Distillation,
ICIP22(856-860)
IEEE DOI 2211
Knowledge engineering, Representation learning, Industries, Social networking (online), Image color analysis, Clothing, graph neural network BibRef

Joppi, C.[Christian], Skenderi, G.[Geri], Cristani, M.[Marco],
POP: Mining POtential Performance of New Fashion Products via Webly Cross-modal Query Expansion,
ECCV22(XXXVIII:34-50).
Springer DOI 2211
BibRef

Xu, S.L.[Shi-Lin], Li, X.T.[Xiang-Tai], Wang, J.B.[Jing-Bo], Cheng, G.L.[Guang-Liang], Tong, Y.H.[Yun-Hai], Tao, D.C.[Da-Cheng],
Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition,
ECCV22(XXXVII:545-563).
Springer DOI 2211
BibRef

Jiao, Y.[Yang], Xie, N.[Ning], Gao, Y.[Yan], Wang, C.C.[Chien-Chih], Sun, Y.[Yi],
Fine-Grained Fashion Representation Learning by Online Deep Clustering,
ECCV22(XXVII:19-35).
Springer DOI 2211
BibRef

Han, X.[Xiao], Yu, L.C.[Li-Cheng], Zhu, X.T.[Xia-Tian], Zhang, L.[Li], Song, Y.Z.[Yi-Zhe], Xiang, T.[Tao],
FashionViL: Fashion-Focused Vision-and-Language Representation Learning,
ECCV22(XXXV:634-651).
Springer DOI 2211
BibRef

Goenka, S.[Sonam], Zheng, Z.H.[Zhao-Heng], Jaiswal, A.[Ayush], Chada, R.[Rakesh], Wu, Y.[Yue], Hedau, V.[Varsha], Natarajan, P.[Pradeep],
FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback,
CVPR22(14085-14095)
IEEE DOI 2210
Visualization, Computational modeling, Natural languages, Image retrieval, Memory management, Benchmark testing, Visual reasoning BibRef

Zou, X.X.[Xing-Xing], Pang, K.[Kaicheng], Zhang, W.[Wen], Wong, W.[Waikeung],
How Good Is Aesthetic Ability of a Fashion Model?,
CVPR22(21168-21177)
IEEE DOI 2210
Image color analysis, Computational modeling, Training data, Performance analysis, Pattern recognition, Reliability, Datasets and evaluation BibRef

Skenderi, G.[Geri], Joppi, C.[Christian], Denitto, M.[Matteo], Scarpa, B.[Berniero], Cristani, M.[Marco],
The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark,
CVFAD22(2240-2245)
IEEE DOI 2210
Conferences, Clothing, Time series analysis, Companies, Benchmark testing, Pattern recognition BibRef

Ramé, A.[Alexandre], Douillard, A.[Arthur], Ollion, C.[Charles],
CoRe: Color Regression for Multicolor Fashion Garments,
CVFAD22(2251-2256)
IEEE DOI 2210
Visualization, Image color analysis, Clothing, Lighting, Computer architecture BibRef

Sarkar, R.[Rohan], Bodla, N.[Navaneeth], Vasileva, M.I.[Mariya I.], Lin, Y.L.[Yen-Liang], Beniwal, A.[Anurag], Lu, A.[Alan], Medioni, G.[Gerard],
OutfitTransformer: Learning Outfit Representations for Fashion Recommendation,
WACV23(3590-3598)
IEEE DOI 2302
BibRef
Earlier:
OutfitTransformer: Outfit Representations for Fashion Recommendation,
CVFAD22(2262-2266)
IEEE DOI 2210
Task analysis, Applications: Commercial/retail, Image recognition and understanding (object detection, visual reasoning). Recommender systems. BibRef

Moosaei, M.[Maryam], Lin, Y.[Yusan], Akhazhanov, A.[Ablaikhan], Chen, H.Y.[Hui-Yuan], Wang, F.[Fei], Yang, H.[Hao],
OutfitGAN: Learning Compatible Items for Generative Fashion Outfits,
CVFAD22(2272-2276)
IEEE DOI 2210
Industries, Machine learning, Generative adversarial networks, Pattern recognition BibRef

Bhattacharya, G.[Gaurab], Kilari, N.[Nikhil], Gubbi, J.[Jayavardhana], Bagya Lakshmi, V., Pal, A.[Arpan], Balamuralidhar, P.,
DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval,
CVFAD22(2282-2286)
IEEE DOI 2210
Conferences, Computer architecture, Metadata, Search problems, Feature extraction, Pattern recognition BibRef

Sciucca, L.D.[Laura Della], Balloni, E.[Emanuele], Mameli, M.[Marco], Frontoni, E.[Emanuele], Zingaretti, P.[Primo], Paolanti, M.[Marina],
StyleTrendGAN: A Deep Learning Generative Framework for Fashion Bag Generation,
T-CAP22(191-202).
Springer DOI 2208
BibRef

Hsiao, W.L.[Wei-Lin], Grauman, K.[Kristen],
From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images,
ICCV21(1046-1055)
IEEE DOI 2203
Visualization, Computational modeling, Clothing, Manuals, Predictive models, Cultural differences, BibRef

Hou, Y.X.[Yu-Xin], Vig, E.[Eleonora], Donoser, M.[Michael], Bazzani, L.[Loris],
Learning Attribute-driven Disentangled Representations for Interactive Fashion Retrieval,
ICCV21(12127-12137)
IEEE DOI 2203
Convolutional codes, Visualization, Image color analysis, Computational modeling, Semantics, Image retrieval, Vision applications and systems BibRef

Mall, U.[Utkarsh], Bala, K.[Kavita], Berg, T.[Tamara], Grauman, K.[Kristen],
Discovering Underground Maps from Fashion,
WACV22(497-506)
IEEE DOI 2202
Visualization, Image segmentation, Urban areas, Clothing, Benchmark testing, Business, Vision Systems and Applications BibRef

Zhan, H.J.[Hui-Jing], Lin, J.[Jie],
PAN: Personalized Attention Network for Outfit Recommendation,
ICIP21(2663-2667)
IEEE DOI 2201
Training, Industries, Image processing, Recommender systems, Fashion Outfit Recommendation, Personalized, Attention-based, Online Hard Negative BibRef

Kim, D.H.[Dong-Hyun], Saito, K.[Kuniaki], Mishra, S.[Samarth], Sclaroff, S.[Stan], Saenko, K.[Kate], Plummer, B.A.[Bryan A.],
Self-supervised Visual Attribute Learning for Fashion Compatibility,
VIPriors21(1057-1066)
IEEE DOI 2112
Training, Visualization, Protocols, Shape, Computational modeling, Transfer learning BibRef

Vasileva, M.I.[Mariya I.], Plummer, B.A.[Bryan A.], Dusad, K.[Krishna], Rajpal, S.[Shreya], Kumar, R.[Ranjitha], Forsyth, D.A.[David A.],
Learning Type-Aware Embeddings for Fashion Compatibility,
ECCV18(XVI: 405-421).
Springer DOI 1810
BibRef

Lu, Z.[Zhi], Hu, Y.[Yang], Chen, Y.[Yan], Zeng, B.[Bing],
Personalized Outfit Recommendation with Learnable Anchors,
CVPR21(12717-12726)
IEEE DOI 2111
Training, Computational modeling, Pattern recognition, Reliability, Task analysis, Surges BibRef

Zhuge, M.C.[Ming-Chen], Gao, D.H.[De-Hong], Fan, D.P.[Deng-Ping], Jin, L.B.[Lin-Bo], Chen, B.[Ben], Zhou, H.M.[Hao-Ming], Qiu, M.H.[Ming-Hui], Shao, L.[Ling],
Kaleido-BERT: Vision-Language Pre-training on Fashion Domain,
CVPR21(12642-12652)
IEEE DOI 2111
Image recognition, Text recognition, Semantics, Image retrieval, Bit error rate, Transformers BibRef

Wu, H.[Hui], Gao, Y.P.[Yu-Peng], Guo, X.X.[Xiao-Xiao], Al-Halah, Z.[Ziad], Rennie, S.[Steven], Grauman, K.[Kristen], Feris, R.[Rogerio],
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback,
CVPR21(11302-11312)
IEEE DOI 2111
Visualization, Image retrieval, Natural languages, Clothing, Buildings, Ontologies BibRef

Oyewusi, W.F.[Wuraola Fisayo], Adekanmbi, O.[Olubayo], Ibejih, S.[Sharon], Osakuade, O.[Opeyemi], Okoh, I.[Ifeoma], Salami, M.[Mary],
AFRIFASHION1600: A Contemporary African Fashion Dataset for Computer Vision,
CVFAD21(3963-3967)
IEEE DOI 2109
Computational modeling, Machine learning, Pattern recognition, Task analysis BibRef

Parekh, V.[Viral], Shaik, K.[Karimulla], Biswas, S.[Soma], Chelliah, M.[Muthusamy],
Fine-Grained Visual Attribute Extraction from Fashion Wear,
CVFAD21(3968-3972)
IEEE DOI 2109
Visualization, Footwear, Computer architecture, Neck, Data mining BibRef

Chawla, P.[Pranit], Jandial, S.[Surgan], Badjatiya, P.[Pinkesh], Chopra, A.[Ayush], Sarkar, M.[Mausoom], Krishnamurthy, B.[Balaji],
Leveraging Style and Content features for Text Conditioned Image Retrieval,
CVFAD21(3973-3977)
IEEE DOI 2109
Fuses, Image retrieval, Natural languages, Pattern recognition, Task analysis BibRef

Kaicheng, P.[Pang], Xing-Xing, Z.[Zou], Wong, W.K.[Wai Keung],
Modeling Fashion Compatibility with Explanation by using Bidirectional LSTM,
CVFAD21(3889-3893)
IEEE DOI 2109
Training, Industries, Computational modeling, Feature extraction, Pattern recognition BibRef

d'Innocente, A.[Antonio], Garg, N.[Nikhil], Zhang, Y.[Yuan], Bazzani, L.[Loris], Donoser, M.[Michael],
Localized Triplet Loss for Fine-grained Fashion Image Retrieval,
CVFAD21(3905-3910)
IEEE DOI 2109
Visualization, Annotations, Perturbation methods, Image retrieval, Pattern recognition BibRef

Rajput, P.S.[Pranjal Singh], Aneja, S.[Shivangi],
IndoFashion: Apparel Classification for Indian Ethnic Clothes,
CVFAD21(3930-3934)
IEEE DOI 2109
Clothing, Pattern recognition, Classification algorithms, Task analysis, Standards BibRef

Kinli, F.[Furkan], Özcan, B.[Baris], Kiraç, F.[Furkan],
Instagram Filter Removal on Fashionable Images,
NTIRE21(736-745)
IEEE DOI 2109
Image color analysis, Social networking (online), Multimedia Web sites, Information filters BibRef

Sharma, V.[Vivek], Murray, N.[Naila], Larlus, D.[Diane], Sarfraz, M.S.[M. Saquib], Stiefelhagen, R.[Rainer], Csurka, G.[Gabriela],
Unsupervised Meta-Domain Adaptation for Fashion Retrieval,
WACV21(1347-1356)
IEEE DOI 2106
Training, Benchmark testing, Task analysis BibRef

Sadegharmaki, S.[Shabnam], Kastner, M.A.[Marc A.], Satoh, S.[Shin'ichi],
FashionGraph: Understanding fashion data using scene graph generation,
ICPR21(7923-7929)
IEEE DOI 2105
Industries, Annotations, Image retrieval, Clothing, Object detection, Pattern recognition BibRef

Sun, S.M.[Shu-Ming], Li, X.Q.[Xiao-Qiang], Li, J.[Jide],
UCCTGAN: Unsupervised Clothing Color Transformation Generative Adversarial Network,
ICPR21(1582-1589)
IEEE DOI 2105
Histograms, Image color analysis, Fuses, Clothing, Generative adversarial networks, Feature extraction, Linear programming BibRef

Truong, T.[Thomas], Yanushkevich, S.[Svetlana],
Relatable Clothing: Detecting Visual Relationships between People and Clothing,
ICPR21(4070-4076)
IEEE DOI 2105
Visualization, Biometrics (access control), Computational modeling, Biological system modeling, Clothing, Neural networks BibRef

Raffiee, A.H.[Amir Hossein], Sollami, M.[Michael],
GarmentGAN: Photo-realistic Adversarial Fashion Transfer,
ICPR21(3923-3930)
IEEE DOI 2105
Training, Performance evaluation, Image segmentation, Shape, Image synthesis, Clothing, Pipelines BibRef

Shen, Y.[Yu], Liang, J.B.[Jun-Bang], Lin, M.C.[Ming C.],
GAN-based Garment Generation Using Sewing Pattern Images,
ECCV20(XVIII:225-247).
Springer DOI 2012
BibRef

Yang, X.W.[Xue-Wen], Zhang, H.M.[He-Ming], Jin, D.[Di], Liu, Y.R.[Ying-Ru], Wu, C.H.[Chi-Hao], Tan, J.C.[Jian-Chao], Xie, D.L.[Dong-Liang], Wang, J.[Jue], Wang, X.[Xin],
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards,
ECCV20(XIII:1-17).
Springer DOI 2011
BibRef

Wang, K.L.[Kai-Li], Ma, L.Q.[Li-Qian], Oramas Mogrovejo, J.A.[Jose A.], Van Gool, L.J.[Luc J.], Tuytelaars, T.[Tinne],
Unpaired Image-To-Image Shape Translation Across Fashion Data,
ICIP20(206-210)
IEEE DOI 2011
Shape, Clothing, Task analysis, Streaming media, Geometry, Decoding, Image Generation, Image representation BibRef

Zhu, H.M.[He-Ming], Cao, Y.[Yu], Jin, H.[Hang], Chen, W.K.[Wei-Kai], Du, D.[Dong], Wang, Z.Y.[Zhang-Ye], Cui, S.G.[Shu-Guang], Han, X.G.[Xiao-Guang],
Deep Fashion3d: A Dataset and Benchmark for 3d Garment Reconstruction from Single Images,
ECCV20(I:512-530).
Springer DOI 2011
BibRef

Jia, M.L.[Meng-Lin], Shi, M.Y.[Meng-Yun], Sirotenko, M.[Mikhail], Cui, Y.[Yin], Cardie, C.[Claire], Hariharan, B.[Bharath], Adam, H.[Hartwig], Belongie, S.[Serge],
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset,
ECCV20(I:316-332).
Springer DOI 2011
BibRef

Dong, H., Liang, X., Zhang, Y., Zhang, X., Shen, X., Xie, Z., Wu, B., Yin, J.,
Fashion Editing With Adversarial Parsing Learning,
CVPR20(8117-8125)
IEEE DOI 2008
Image color analysis, Semantics, Convolution, Colored noise, Feature extraction, Task analysis, Neural networks BibRef

Lin, Y., Tran, S., Davis, L.S.,
Fashion Outfit Complementary Item Retrieval,
CVPR20(3308-3316)
IEEE DOI 2008
Feature extraction, Task analysis, Indexing, Footwear, Visualization, Neural networks BibRef

Lang, Y., He, Y., Yang, F., Dong, J., Xue, H.,
Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection,
CVPR20(2592-2601)
IEEE DOI 2008
Task analysis, Estimation, Heating systems, Programmable logic arrays, Visualization, Convolution, Feature extraction BibRef

Zhang, Y., Zhang, P., Yuan, C., Wang, Z.,
Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition,
CVPR20(13535-13544)
IEEE DOI 2008
Shape, Clothing, Feature extraction, Streaming media, Task analysis, Image recognition, Heating systems BibRef

Al-Halah, Z., Grauman, K.,
From Paris to Berlin: Discovering Fashion Style Influences Around the World,
CVPR20(10133-10142)
IEEE DOI 2008
Urban areas, Predictive models, Visualization, Market research, Clothing, Forecasting, Trajectory BibRef

Chen, L., Tian, J., Li, G., Wu, C., King, E., Chen, K., Hsieh, S., Xu, C.,
TailorGAN: Making User-Defined Fashion Designs,
WACV20(3230-3239)
IEEE DOI 2006
Clothing, Image reconstruction, Image edge detection, Task analysis, Training, Feature extraction, Generative adversarial networks BibRef

Tangseng, P., Okatani, T.,
Toward Explainable Fashion Recommendation,
WACV20(2142-2151)
IEEE DOI 2006
Image color analysis, Feature extraction, Image edge detection, Shape, Task analysis, Computational modeling, Predictive models BibRef

Ibrahimi, S., van Noord, N., Geradts, Z., Worring, M.,
Deep Metric Learning for Cross-Domain Fashion Instance Retrieval,
Fashion19(3165-3168)
IEEE DOI 2004
image retrieval, learning (artificial intelligence), DeepFashion2 dataset, cross domain BibRef

Cho, H., Ahn, C., Yoo, K.M., Seol, J., Lee, S.,
Leveraging Class Hierarchy in Fashion Classification,
Fashion19(3197-3200)
IEEE DOI 2004
clothing, convolutional neural nets, electronic commerce, image classification, learning (artificial intelligence), classification BibRef

Korneliusson, M., Martinsson, J., Mogren, O.,
Generative Modelling of Semantic Segmentation Data in the Fashion Domain,
Fashion19(3169-3172)
IEEE DOI 2004
image segmentation, generative modelling, semantic segmentation data, fashion domain, clothing parsing BibRef

Ak, K., Kassim, A., Lim, J., Tham, J.Y.,
Attribute Manipulation Generative Adversarial Networks for Fashion Images,
ICCV19(10540-10549)
IEEE DOI 2004
image classification, image retrieval, neural nets, fashion images, multidomain image-to-image translation, Image retrieval BibRef

Mall, U., Matzen, K., Hariharan, B., Snavely, N., Bala, K.,
GeoStyle: Discovering Fashion Trends and Events,
ICCV19(411-420)
IEEE DOI 2004
clothing, image recognition, social networking (online), GeoStyle, fashion styles, retailers, social media, clothing recognition, Image recognition BibRef

Kinli, F., Özcan, B., Kiraç, F.,
Fashion Image Retrieval with Capsule Networks,
Fashion19(3109-3112)
IEEE DOI 2004
clothing, feature extraction, image retrieval, fashion image retrieval, densely-connected capsule networks, deepfashion BibRef

Guo, S., Huang, W., Zhang, X., Srikhanta, P., Cui, Y., Li, Y., Adam, H., Scott, M.R., Belongie, S.,
The iMaterialist Fashion Attribute Dataset,
Fashion19(3113-3116)
IEEE DOI 2004
image classification, learning (artificial intelligence), visual databases, image classification, visual recognition tasks, iFashion attribute BibRef

Quintino Ferreira, B.[Beatriz], Costeira, J.P.[João P.], Gomes, J.P.[João P.],
Explainable Noisy Label Flipping for Multi-Label Fashion Image Classification,
CVFAD21(3911-3915)
IEEE DOI 2109
Visualization, Annotations, Buildings, Pattern recognition, Noise measurement BibRef

Quintino Ferreira, B.[Beatriz], Costeira, J.P.[João P.], Sousa, R.G., Gui, L., Gomes, J.P.[João P.],
Pose Guided Attention for Multi-Label Fashion Image Classification,
Fashion19(3125-3128)
IEEE DOI 2004
feature extraction, image classification, learning (artificial intelligence), pose estimation, pose supervision BibRef

Martinsson, J., Mogren, O.,
Semantic Segmentation of Fashion Images Using Feature Pyramid Networks,
Fashion19(3133-3136)
IEEE DOI 2004
feature extraction, image classification, image segmentation, image texture, learning (artificial intelligence), neural nets, fashion images BibRef

Heilbron, F.C., Pepik, B., Barzelay, Z., Donoser, M.,
Clothing Recognition in the Wild using the Amazon Catalog,
Fashion19(3145-3148)
IEEE DOI 2004
clothing, image recognition, learning (artificial intelligence), DeepFashion dataset, Movies BibRef

Lee, S., Oh, S., Jung, C., Kim, C.,
A Global-Local Embedding Module for Fashion Landmark Detection,
Fashion19(3153-3156)
IEEE DOI 2004
clothing, convolutional neural nets, feature extraction, image representation, learning (artificial intelligence), deep learning BibRef

Yildirim, G., Jetchev, N., Vollgraf, R., Bergmann, U.,
Generating High-Resolution Fashion Model Images Wearing Custom Outfits,
Fashion19(3161-3164)
IEEE DOI 2004
clothing, data visualisation, pose estimation, retail data processing, high-resolution images, fashion models, style transfer BibRef

Chen, M., Qin, Y., Qi, L., Sun, Y.,
Improving Fashion Landmark Detection by Dual Attention Feature Enhancement,
Fashion19(3101-3104)
IEEE DOI 2004
feature extraction, image enhancement, learning (artificial intelligence), matrix algebra, attention mechanism BibRef

Cucurull, G.[Guillem], Taslakian, P.[Perouz], Vazquez, D.[David],
Context-Aware Visual Compatibility Prediction,
CVPR19(12609-12618).
IEEE DOI 2002
Is clothing compatible? BibRef

Lu, Z.[Zhi], Hu, Y.[Yang], Jiang, Y.C.[Yun-Chao], Chen, Y.[Yan], Zeng, B.[Bing],
Learning Binary Code for Personalized Fashion Recommendation,
CVPR19(10554-10562).
IEEE DOI 2002
BibRef

Yu, W.J.[Wei-Jiang], Liang, X.D.[Xiao-Dan], Gong, K.[Ke], Jiang, C.H.[Chen-Han], Xiao, N.[Nong], Lin, L.[Liang],
Layout-Graph Reasoning for Fashion Landmark Detection,
CVPR19(2932-2940).
IEEE DOI 2002
BibRef

Lo, L., Liu, C., Lin, R., Wu, B., Shuai, H., Cheng, W.,
Dressing for Attention: Outfit Based Fashion Popularity Prediction,
ICIP19(3222-3226)
IEEE DOI 1910
Fashion, Outfit Look, Popularity Prediction, Deep Learning BibRef

Yamamoto, T., Nakazawa, A.,
Fashion Style Recognition Using Component-Dependent Convolutional Neural Networks,
ICIP19(3397-3401)
IEEE DOI 1910
Deep learning, classification, fashion style, components, pre-training BibRef

Polanía, L.F., Gupte, S.,
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation,
ICIP19(4489-4493)
IEEE DOI 1910
Fashion compatibility learning, fashion recommendation, siamese networks, deep learning. BibRef

Li, P., Li, Y., Jiang, X., Zhen, X.,
Two-Stream Multi-Task Network for Fashion Recognition,
ICIP19(3038-3042)
IEEE DOI 1910
Fashion Recognition, Multi-Task Learning, Two-Stream Network BibRef

Luo, Z., Yuan, J., Yang, J., Wen, W.,
Spatial Constraint Multiple Granularity Attention Network For Clothes retrieval,
ICIP19(859-863)
IEEE DOI 1910
Visual Similarity, Deep Learning, Feature Learning, Clothes Retrieval BibRef

Hobley, M.A.[Michael A.], Prisacariu, V.A.[Victor A.],
Say Yes to the Dress: Shape and Style Transfer Using Conditional GANs,
ACCV18(III:135-149).
Springer DOI 1906
BibRef

Gutierrez, P.[Patricia], Sondag, P.A.[Pierre-Antoine], Butkovic, P.[Petar], Lacy, M.[Mauro], Berges, J.[Jordi], Bertrand, F.[Felipe], Knudson, A.[Arne],
Deep Learning for Automated Tagging of Fashion Images,
Fashion18(III:3-11).
Springer DOI 1905
BibRef

Kiapour, M.H.[M. Hadi], Piramuthu, R.[Robinson],
Brand > Logo: Visual Analysis of Fashion Brands,
Fashion18(III:12-20).
Springer DOI 1905
BibRef

Manandhar, D.[Dipu], Bastan, M.[Muhammet], Yap, K.H.[Kim-Hui],
Tiered Deep Similarity Search for Fashion,
Fashion18(III:21-29).
Springer DOI 1905
BibRef

Liu, J.Y.[Jing-Yuan], Lu, H.[Hong],
Deep Fashion Analysis with Feature Map Upsampling and Landmark-Driven Attention,
Fashion18(III:30-36).
Springer DOI 1905
BibRef

Sbai, O.[Othman], Elhoseiny, M.[Mohamed], Bordes, A.[Antoine], Le Cun, Y.[Yann], Couprie, C.[Camille],
DesIGN: Design Inspiration from Generative Networks,
Fashion18(III:37-44).
Springer DOI 1905
BibRef

Ak, K.E.[Kenan E.], Kassim, A.A.[Ashraf A.], Lim, J.H.[Joo Hwee], Tham, J.Y.[Jo Yew],
FashionSearchNet: Fashion Search with Attribute Manipulation,
Fashion18(III:45-53).
Springer DOI 1905
BibRef

Huynh, C.P.[Cong Phuoc], Ciptadi, A.[Arridhana], Tyagi, A.[Ambrish], Agrawal, A.[Amit],
CRAFT: Complementary Recommendation by Adversarial Feature Transform,
Fashion18(III:54-66).
Springer DOI 1905
BibRef

Hamada, K.[Koichi], Tachibana, K.[Kentaro], Li, T.Q.[Tian-Qi], Honda, H.[Hiroto], Uchida, Y.[Yusuke],
Full-Body High-Resolution Anime Generation with Progressive Structure-Conditional Generative Adversarial Networks,
Fashion18(III:67-74).
Springer DOI 1905
BibRef

Tesfaldet, M.[Matthew], Saftarli, N.[Nariman], Brubaker, M.A.[Marcus A.], Derpanis, K.G.[Konstantinos G.],
Convolutional Photomosaic Generation via Multi-scale Perceptual Losses,
Fashion18(III:75-83).
Springer DOI 1905
BibRef

Sattar, H., Pons-Moll, G., Fritz, M.,
Fashion Is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources,
WACV19(968-977)
IEEE DOI 1904
clothing, clothing industry, shape recognition, body shape estimation, female user images, Data models BibRef

Lee, H., Lee, S.,
Fashion Attributes-to-Image Synthesis Using Attention-Based Generative Adversarial Network,
WACV19(462-470)
IEEE DOI 1904
Gaussian processes, image classification, image coding, oracle attribute classifier, Product-of-Gaussian, Training BibRef

Corrigan, O.[Owen], Little, S.[Suzanne],
Fashion Police: Towards Semantic Indexing of Clothing Information in Surveillance Data,
MMMod19(I:191-201).
Springer DOI 1901
BibRef

Iqbal, M., Kovac, A., Aryafar, K.,
Discovering Style Trends Through Deep Visually Aware Latent Item Embeddings,
WiCV18(1980-19802)
IEEE DOI 1812
Visualization, Semantics, Image color analysis, Shape, Vocabulary, Data models BibRef

Xue, J., Meng, Z., Katipally, K., Wang, H., van Zon, K.,
Clothing Change Aware Person Identification,
AMFG18(2193-21938)
IEEE DOI 1812
Clothing, Face, Task analysis, Face recognition, Training, Cameras BibRef

Zanfir, M., Popa, A., Zanfir, A., Sminchisescu, C.,
Human Appearance Transfer,
CVPR18(5391-5399)
IEEE DOI 1812
Shape, Clothing, Solid modeling, Image color analysis, Image segmentation, Layout BibRef

Ziaeefard, M., Camacaro, J., Bessega, C.,
Hierarchical Feature Map Characterization in Fashion Interpretation,
CRV18(88-94)
IEEE DOI 1812
Kernel, Clothing, Semantics, Visualization, Feature extraction, Training, Indexes, Retrieving clothing styles, Image processing applications BibRef

Wang, W., Wang, W., Xu, Y., Shen, J., Zhu, S.,
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification,
CVPR18(4271-4280)
IEEE DOI 1812
Grammar, Clothing, Message passing, Kinematics, Heating systems, Visualization, Computational modeling BibRef

Hsiao, W., Grauman, K.,
Creating Capsule Wardrobes from Fashion Images,
CVPR18(7161-7170)
IEEE DOI 1812
Clothing, Visualization, Task analysis, Measurement, Probabilistic logic, Linear programming BibRef

Ak, K.E., Kassim, A.A., Lim, J.H., Tham, J.Y.,
Learning Attribute Representations with Localization for Flexible Fashion Search,
CVPR18(7708-7717)
IEEE DOI 1812
Image color analysis, Clothing, Feature extraction, Image retrieval, Torso, Focusing, Training BibRef

Gajic, B., Baldrich, R.,
Cross-Domain Fashion Image Retrieval,
WiCV18(1950-19502)
IEEE DOI 1812
Task analysis, Streaming media, Image retrieval, Biological system modeling, Training BibRef

Alshan, E., Alpert, S., Neuberger, A., Bubis, N., Oks, E.,
Learning Fashion By Simulated Human Supervision,
Subjective18(2401-24016)
IEEE DOI 1812
Task analysis, Training, Measurement, Level set, Prediction algorithms, Standards BibRef

Mahajan, K., Khurana, T., Chopra, A., Gupta, I., Arora, C., Rai, A.,
Pose Aware Fine-Grained Visual Classification Using Pose Experts,
ICIP18(2381-2385)
IEEE DOI 1809
Footwear, Benchmark testing, Detectors, Visualization, Training, Feature extraction, Object recognition, Pose Experts BibRef

Khurana, T., Mahajan, K., Arora, C., Rai, A.,
Exploiting Texture Cues for Clothing Parsing in Fashion Images,
ICIP18(2102-2106)
IEEE DOI 1809
Clothing, Image segmentation, Feature extraction, Shape, Visualization, Streaming media, Kernel, Fashion parsing, Gabor BibRef

Verma, S., Anand, S., Arora, C., Rai, A.,
Diversity in Fashion Recommendation Using Semantic Parsing,
ICIP18(500-504)
IEEE DOI 1809
Task analysis, Clothing, Feature extraction, Image coding, Computer architecture, Visualization, Semantics, Semantic Parsing of Clothing Items BibRef

Zhang, H., Li, S., Cai, S., Jiang, H., Kuo, C.J.[C. Jay],
Representative Fashion Feature Extraction by Leveraging Weakly Annotated Online Resources,
ICIP18(2640-2644)
IEEE DOI 1809
Feature extraction, Clothing, Proposals, Training, Noise measurement, Task analysis, Data collection, Fashion study, feature extraction, weakly annotated data BibRef

Júnior, G.C.L.[Geraldo Coelho Lima], Zuanon, R.[Rachel],
SEE BEYOND: Enhancement: Strategies in Teaching Learning as a Stimulus to Creativity in Fashion Design,
DHM18(280-294).
Springer DOI 1807
BibRef

Saha, A., Nawhal, M., Khapra, M.M., Raykar, V.C.,
Learning Disentangled Multimodal Representations for the Fashion Domain,
WACV18(557-566)
IEEE DOI 1806
electronic commerce, image classification, image retrieval, learning (artificial intelligence), natural languages, Visualization BibRef

Ak, K.E., Lim, J.H., Tham, J.Y., Kassim, A.A.,
Efficient Multi-attribute Similarity Learning Towards Attribute-Based Fashion Search,
WACV18(1671-1679)
IEEE DOI 1806
clothing, convolution, feedforward neural nets, image retrieval, image segmentation, learning (artificial intelligence), Search problems BibRef

Wang, K., Huang, Y.H., Oramas Mogrovejo, J.A.[Jose A.], Van Gool, L.J.[Luc J.], Tuytelaars, T.[Tinne],
An Analysis of Human-Centered Geolocation,
WACV18(2058-2066)
IEEE DOI 1806
clothing, feedforward neural nets, image classification, social networking (online), Fashion 144k dataset, Visualization BibRef

Wang, Z., Gu, Y., Zhang, Y., Zhou, J., Gu, X.,
Clothing retrieval with visual attention model,
VCIP17(1-4)
IEEE DOI 1804
clothing, convolution, feature extraction, feedforward neural nets, image retrieval, clothing retrieval BibRef

Han, X., Wu, Z., Huang, P.X., Zhang, X., Zhu, M., Li, Y., Zhao, Y., Davis, L.S.,
Automatic Spatially-Aware Fashion Concept Discovery,
ICCV17(1472-1480)
IEEE DOI 1802
clothing, data mining, image representation, image retrieval, learning (artificial intelligence), pattern clustering, Visualization BibRef

Zhu, S., Fidler, S., Urtasun, R., Lin, D., Loy, C.C.[Chen Change],
Be Your Own Prada: Fashion Synthesis with Structural Coherence,
ICCV17(1689-1697)
IEEE DOI 1802
image representation, image segmentation, learning (artificial intelligence), body structure, clothing, Shape BibRef

Hsiao, W.L., Grauman, K.,
Learning the Latent 'Look': Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images,
ICCV17(4213-4222)
IEEE DOI 1802
clothing, data mining, image representation, probability, fashion styles, latent style factors, Wool BibRef

Rubio, A., Yu, L., Simo-Serra, E., Moreno-Noguer, F.,
Multi-modal joint embedding for fashion product retrieval,
ICIP17(400-404)
IEEE DOI 1803
BibRef
And: A2, A3, A4, A1:
Multi-modal Embedding for Main Product Detection in Fashion,
CVFashion17(2236-2242)
IEEE DOI 1802
Clothing, Image color analysis, Metadata, Neural networks, Semantics, Task analysis, Training, Multi-modal embedding, neural networks, retrieval. Computer architecture, Footwear, Metadata, Proposals, Training BibRef

Garcia, N., Vogiatzis, G.,
Dress Like a Star: Retrieving Fashion Products from Videos,
CVFashion17(2293-2299)
IEEE DOI 1802
Clothing, Feature extraction, Indexing, Motion pictures, Scalability, TV, Videos BibRef

Tangseng, P., Yamaguchi, K., Okatani, T.,
Recommending Outfits from Personal Closet,
WACV18(269-277)
IEEE DOI 1806
BibRef
Earlier: CVFashion17(2275-2279)
IEEE DOI 1802
clothing, learning (artificial intelligence), neural nets, pattern classification, personal computing, recommender systems, Testing. Bipartite graph, Feature extraction, Training. BibRef

Corbière, C., Ben-Younes, H., Ramé, A., Ollion, C.,
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction,
CVFashion17(2268-2274)
IEEE DOI 1802
Clothing, Feature extraction, Image retrieval, Training, Visualization, Vocabulary BibRef

Inoue, N., Simo-Serra, E., Yamasaki, T., Ishikawa, H.,
Multi-label Fashion Image Classification with Minimal Human Supervision,
CVFashion17(2261-2267)
IEEE DOI 1802
Cleaning, Clothing, Image recognition, Noise measurement, Training BibRef

Chen, Y., Shin, D.,
3D Garment Digitisation for Virtual Wardrobe Using a Commodity Depth Sensor,
CVFashion17(2254-2260)
IEEE DOI 1802
Cameras, Clothing, Image color analysis, Image reconstruction, Shape, Solid modeling, BibRef

Takagi, M., Simo-Serra, E., Iizuka, S., Ishikawa, H.,
What Makes a Style: Experimental Analysis of Fashion Prediction,
CVFashion17(2247-2253)
IEEE DOI 1802
Benchmark testing, Clothing, Predictive models, Rocks, Training BibRef

Donati, L., Cesano, S., Prati, A.,
An Accurate System for Fashion Hand-Drawn Sketches Vectorization,
CVFashion17(2280-2286)
IEEE DOI 1802
Correlation, Kernel, Lighting, Noise measurement, Shape, BibRef

Al-Halah, Z., Stiefelhagen, R., Grauman, K.,
Fashion Forward: Forecasting Visual Style in Fashion,
ICCV17(388-397)
IEEE DOI 1802
clothing, data-driven vision perspective, fashion forecasting benefits, fashion images, fashion products, Visualization BibRef

Cheng, Z.Q., Wu, X., Liu, Y., Hua, X.S.,
Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images,
CVPR17(4169-4177)
IEEE DOI 1711
Clothing, Feature extraction, Neural networks, Trajectory, Videos, Visualization BibRef

Lu, Y.X.[Yong-Xi], Kumar, A.[Abhishek], Zhai, S.F.[Shuang-Fei], Cheng, Y.[Yu], Javidi, T.[Tara], Feris, R.S.[Rogerio S.],
Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification,
CVPR17(1131-1140)
IEEE DOI 1711
Facial and clothing attributes. Adaptation models, Matching pursuit algorithms, Network architecture, Neural networks. BibRef

Carvajal, J., Wiliem, A., Sanderson, C., Lovell, B.,
Towards Miss Universe automatic prediction: The evening gown competition,
ICPR16(1089-1094)
IEEE DOI 1705
Australia, Histograms, Interviews, Optical imaging, Pattern recognition, Trajectory BibRef

Li, Z.M.[Zong-Min], Li, Y.[Yante], Tian, W.W.[Wei-Wei], Pang, Y.P.[Yun-Ping], Liu, Y.J.[Yu-Jie],
Cross-scenario clothing retrieval and fine-grained style recognition,
ICPR16(2912-2917)
IEEE DOI 1705
Clothing, Dictionaries, Image segmentation, Merging, Pattern recognition, Pose estimation, Semantics, clothing retrieval, cross-scenario, deep learning, domain-adaptive dictionary learning, semantic segmentation, superpixel, segmentation BibRef