Person Search

14 papers with code • 2 benchmarks • 7 datasets

Person Search is a task which aims at matching a specific person among a great number of whole scene images.

Source: Re-ID Driven Localization Refinement for Person Search

Greatest papers with code

Joint Detection and Identification Feature Learning for Person Search

ShuangLI59/person_search CVPR 2017

Existing person re-identification benchmarks and methods mainly focus on matching cropped pedestrian images between queries and candidates.

Pedestrian Detection Person Re-Identification +1

Person Search in Videos with One Portrait Through Visual and Temporal Links

hqqasw/person-search-PPCC ECCV 2018

In real-world applications, e. g. law enforcement and video retrieval, one often needs to search a certain person in long videos with just one portrait.

Person Re-Identification Person Search +1

Person Search with Natural Language Description

ShuangLI59/Person-Search-with-Natural-Language-Description CVPR 2017

Searching persons in large-scale image databases with the query of natural language description has important applications in video surveillance.

Person Search Text based Person Retrieval

Sequential End-to-end Network for Efficient Person Search

serend1p1ty/SeqNet 18 Mar 2021

Person search aims at jointly solving Person Detection and Person Re-identification (re-ID).

Graph Matching Human Detection +3

Anchor-Free Person Search

daodaofr/AlignPS 22 Mar 2021

Person search aims to simultaneously localize and identify a query person from realistic, uncropped images, which can be regarded as the unified task of pedestrian detection and person re-identification (re-id).

Pedestrian Detection Person Re-Identification +1

Norm-Aware Embedding for Efficient Person Search

DeanChan/NAE4PS CVPR 2020

Person Search is a practically relevant task that aims to jointly solve Person Detection and Person Re-identification (re-ID).

Human Detection Person Re-Identification +1

Query-guided End-to-End Person Search

munjalbharti/Query-guided-End-to-End-Person-Search CVPR 2019

We extend this with i. a query-guided Siamese squeeze-and-excitation network (QSSE-Net) that uses global context from both the query and gallery images, ii.

Human Detection Person Search +1

ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language

Jarr0d/ViTAA ECCV 2020

Person search by natural language aims at retrieving a specific person in a large-scale image pool that matches the given textual descriptions.

Person Search Text based Person Retrieval

Symbiotic Adversarial Learning for Attribute-based Person Search

ycao5602/SAL ECCV 2020

The current state-of-the-art methods either focus on learning better cross-modal embeddings by mining only seen data, or they explicitly use generative adversarial networks (GANs) to synthesize unseen features.

Person Search