Person Search

25 papers with code • 2 benchmarks • 9 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

Most implemented papers

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.

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.

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 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.

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.

Segmentation Mask Guided End-to-End Person Search

Dingyuan-Zheng/maskPS 27 Aug 2019

Person search aims to search for a target person among multiple images recorded by multiple surveillance cameras, which faces various challenges from both pedestrian detection and person re-identification.

Knowledge Distillation for End-to-End Person Search

munjalbharti/Knowledge-Distillation-for-End-to-End-Person-Search 3 Sep 2019

We employ this to supervise the detector of our person search model at various levels using a specialized detector.

Color inference from semantic labeling for person search in videos

Smoltbob/XKCDColors-Dataset 29 Nov 2019

We propose a method based on binary search trees and a large peer-labelled color name dataset.

Interactive Natural Language-based Person Search

vikshree/QA_PersonSearchLanguageData 19 Feb 2020

In this work, we consider the problem of searching people in an unconstrained environment, with natural language descriptions.