The goal of this work is to enhance global text-to-image person retrieval performance, without requiring any additional supervision and inference cost. To achieve this, we utilize the full CLIP model as our feature extraction backbone. Additionally, we propose a novel cross-modal matching loss (...
Text-to-image person re-identification (TIReID) is a compelling topic in the cross-modal community, which aims to retrieve the target person based on a textual query. Although numerous TIReID methods have been proposed and achieved promising performance, they implicitly assume the training image-...
Text-to-image person retrieval aims to retrieve relevant target individuals based on given textual descriptions. The main challenge faced by this task is how to better combine and align the features of both text and image modalities. Previous efforts have attempted to introduce masked language model...
text-to-video ReID 基于文本的行人重识别; 行人搜索 零空间null · 2 篇内容 IRRA: 针对行人搜索(Person Retrival)的跨模态隐式关系推理 [1]Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval[1], CVPR2…...
PyTorch implementation forNoisy-Correspondence Learning for Text-to-Image Person Re-identification(CVPR 2024). The solution tothe noisy correspondence problemin TIReID. News! We release the pre-trained model weights and training logs (0% noise),here. ...
1)Existing one-to-one approaches typically project the image and text into a latent common space where semantic relationships between different modalities can be measured through distance computation. 之前的工作采用多神经网络来改进特征表示,使语义相关的数据彼此接近,否则变远,例如,多模态卷积神经网络(m-CN...
However, the status quo is to use text input alone, which can impede controllability. In this work, we propose Gligen, Grounded-Language-to-Image Generation, a novel approach that builds upon and extends the functionality of existing pre-trained text-to-image diffusion models by enabling them ...
Personr Pexels (獨立發行者) Philips HUE (獨立發行者) Pilot Things Pinecone Pinterest Pipedrive Pipeliner CRM PIPware KPIs Pitney Bowes Data Validation [已取代] Pitney Bowes Tax Calculator [已取代] Pivotal Tracker Pixel Encounter (獨立發行者) Pixela (獨立發行者) PixelMe PKIsigning Placedog (獨立...
论文阅读笔记(三)【AAAI2017】:Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image 2019-11-23 15:13 −Introduction (1)IVPR问题: 根据一张图片从视频中识别出行人的方法称为 image to video person re-id(IVPR) 应用: ① 通过嫌犯照...
Generative Active Learning for Image Synthesis Personalization. Xulu Zhang, Wengyu Zhang, Xiao-Yong Wei, Jinlin Wu, Zhaoxiang Zhang, Zhen Lei, Qing Li. arXiv 2024. [PDF]Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. Yeji Song, Jimyeong Kim, Wonhark Park...