DiffFit: Disentangled Garment Warping and Texture Refinement for Virtual Try-On

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Xu, Xiang
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Real-Time Per-Garment Virtual Try-On with Temporal Consistency for Loose-Fitting Garments
por: Wu, Zaiqiang, et al.
Publicado: (2025)

FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on
por: Jiang, Boyuan, et al.
Publicado: (2024)

DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis
por: Tran, Minh, et al.
Publicado: (2025)

FitControler: Toward Fit-Aware Virtual Try-On
por: Yang, Lu, et al.
Publicado: (2025)

BridgeDiff: Bridging Human Observations and Flat-Garment Synthesis for Virtual Try-Off
por: Liu, Shuang, et al.
Publicado: (2026)

TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models
por: Velioglu, Riza, et al.
Publicado: (2024)

Shape-Guided Clothing Warping for Virtual Try-On
por: Han, Xiaoyu, et al.
Publicado: (2025)

MagicTryOn: Harnessing Diffusion Transformer for Garment-Preserving Video Virtual Try-on
por: Li, Guangyuan, et al.
Publicado: (2025)

Improving Virtual Try-On with Garment-focused Diffusion Models
por: Wan, Siqi, et al.
Publicado: (2024)

Garment3DGen: 3D Garment Stylization and Texture Generation
por: Sarafianos, Nikolaos, et al.
Publicado: (2024)

FW-VTON: Flattening-and-Warping for Person-to-Person Virtual Try-on
por: Wang, Zheng, et al.
Publicado: (2025)

Limb-Aware Virtual Try-On Network with Progressive Clothing Warping
por: Zhang, Shengping, et al.
Publicado: (2025)

Rethinking Garment Conditioning in Diffusion-based Virtual Try-On
por: Na, Kihyun, et al.
Publicado: (2025)

M&M VTO: Multi-Garment Virtual Try-On and Editing
por: Zhu, Luyang, et al.
Publicado: (2024)

MGT: Extending Virtual Try-Off to Multi-Garment Scenarios
por: Velioglu, Riza, et al.
Publicado: (2025)

A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model
por: Fang, Naiyu, et al.
Publicado: (2024)

What Matters in Virtual Try-Off? Dual-UNet Diffusion Model For Garment Reconstruction
por: Truong, Loc-Phat, et al.
Publicado: (2026)

GO-MLVTON: Garment Occlusion-Aware Multi-Layer Virtual Try-On with Diffusion Models
por: Yu, Yang, et al.
Publicado: (2026)

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On
por: Yang, Xu, et al.
Publicado: (2024)

HYB-VITON: A Hybrid Approach to Virtual Try-On Combining Explicit and Implicit Warping
por: Takemoto, Kosuke, et al.
Publicado: (2025)

MuGa-VTON: Multi-Garment Virtual Try-On via Diffusion Transformers with Prompt Customization
por: Deria, Ankan, et al.
Publicado: (2025)

Better Fit: Accommodate Variations in Clothing Types for Virtual Try-on
por: Song, Dan, et al.
Publicado: (2024)

Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn
por: Pathak, Sanhita, et al.
Publicado: (2023)

GarmentDreamer: 3DGS Guided Garment Synthesis with Diverse Geometry and Texture Details
por: Li, Boqian, et al.
Publicado: (2024)

Low-Barrier Dataset Collection with Real Human Body for Interactive Per-Garment Virtual Try-On
por: Wu, Zaiqiang, et al.
Publicado: (2025)

Once Is Enough: Lightweight DiT-Based Video Virtual Try-On via One-Time Garment Appearance Injection
por: Pan, Yanjie, et al.
Publicado: (2025)

GarmentPainter: Efficient 3D Garment Texture Synthesis with Character-Guided Diffusion Model
por: Wu, Jinbo, et al.
Publicado: (2026)

UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment
por: Zhang, Wei, et al.
Publicado: (2025)

Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories
por: Hu, Junyao, et al.
Publicado: (2026)

AlignVTOFF: Texture-Spatial Feature Alignment for High-Fidelity Virtual Try-Off
por: Zhu, Yihan, et al.
Publicado: (2026)

FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On
por: Karras, Johanna, et al.
Publicado: (2026)

DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
por: Li, Yifei, et al.
Publicado: (2023)

Pattern Guided UV Recovery for Realistic Video Garment Texturing
por: Zhan, Youyi, et al.
Publicado: (2024)

LPH-VTON: Resolving the Structure-Texture Dilemma of Virtual Try-On via Latent Process Handover
por: Liu, Yixin, et al.
Publicado: (2026)

D$^4$-VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On
por: Yang, Zhaotong, et al.
Publicado: (2024)

VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding
por: Liang, Yujie, et al.
Publicado: (2024)

Texture-GS: Disentangling the Geometry and Texture for 3D Gaussian Splatting Editing
por: Xu, Tian-Xing, et al.
Publicado: (2024)

WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models
por: He, Zijian, et al.
Publicado: (2024)

OmniTry: Virtual Try-On Anything without Masks
por: Feng, Yutong, et al.
Publicado: (2025)

WordRobe: Text-Guided Generation of Textured 3D Garments
por: Srivastava, Astitva, et al.
Publicado: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"es"
VUFIND_SESSION	"c046ea49ecb9f06d05e24a94f8b49925"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790987120.7992 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "c046ea49ecb9f06d05e24a94f8b49925" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=es; VUFIND_SESSION=c046ea49ecb9f06d05e24a94f8b49925; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"51122"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2506_23295/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2506_23295/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790987120.7938
REQUEST_TIME	1790987120

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler