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Human Detection

11 papers with code · Computer Vision

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RMPE: Regional Multi-person Pose Estimation

ICCV 2017 MVIG-SJTU/AlphaPose

In this paper, we propose a novel regional multi-person pose estimation (RMPE) framework to facilitate pose estimation in the presence of inaccurate human bounding boxes.

HUMAN DETECTION MULTI-PERSON POSE ESTIMATION

Detect-and-Track: Efficient Pose Estimation in Videos

CVPR 2018 facebookresearch/DetectAndTrack

This paper addresses the problem of estimating and tracking human body keypoints in complex, multi-person video.

#5 best model for Pose Tracking on PoseTrack2017 (using extra training data)

HUMAN DETECTION MULTI-OBJECT TRACKING POSE ESTIMATION POSE TRACKING VIDEO UNDERSTANDING

MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network

ECCV 2018 salihkaragoz/pose-residual-network-pytorch

In this paper, we present MultiPoseNet, a novel bottom-up multi-person pose estimation architecture that combines a multi-task model with a novel assignment method.

HUMAN DETECTION KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION

GLTR: Statistical Detection and Visualization of Generated Text

ACL 2019 HendrikStrobelt/detecting-fake-text

The rapid improvement of language models has raised the specter of abuse of text generation systems.

HUMAN DETECTION TEXT GENERATION

Context-aware CNNs for person head detection

ICCV 2015 aosokin/cnn_head_detection

First, we leverage person-scene relations and propose a Global CNN model trained to predict positions and scales of heads directly from the full image.

FACE DETECTION HEAD DETECTION HUMAN DETECTION

Generative Partition Networks for Multi-Person Pose Estimation

21 May 2017NieXC/pytorch-ppn

This paper proposes a new Generative Partition Network (GPN) to address the challenging multi-person pose estimation problem.

HUMAN DETECTION MULTI-PERSON POSE ESTIMATION

Query-guided End-to-End Person Search

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

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

Towards High Performance Human Keypoint Detection

3 Feb 2020chaimi2013/CCM

Human keypoint detection from a single image is very challenging due to occlusion, blur, illumination and scale variance.

HUMAN DETECTION KEYPOINT DETECTION

Fooling automated surveillance cameras: adversarial patches to attack person detection

18 Apr 2019Zhang-Jack/adversarial_yolo2

Some of these approaches have also shown that these attacks are feasible in the real-world, i. e. by modifying an object and filming it with a video camera.

HUMAN DETECTION

Human Keypoint Detection by Progressive Context Refinement

27 Oct 2019zccyman/pose_estimation

Human keypoint detection from a single image is very challenging due to occlusion, blur, illumination and scale variance of person instances.

HUMAN DETECTION KEYPOINT DETECTION MULTI-TASK LEARNING