Human Detection

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

14 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

30 shown of 98 papers with code (307 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• RMPE: Regional Multi-person Pose Estimation
  1 Dec 2016 14 repositories listed
  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.
• CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
  1 Aug 2022 6 repositories listed Syntology ran 0 of 3 samples · 3 unverified
  Top-down methods dominate the field of 3D human pose and shape estimation, because they are decoupled from human detection and allow researchers to focus on the core problem.
• AlignedReID++: Dynamically matching local information for person re-identification
  1 Oct 2019 6 repositories listed
  Then, we propose a deep model name AlignedReID++ which is jointly learned with global features and local feature based on DMLI.
• GLTR: Statistical Detection and Visualization of Generated Text
  10 Jun 2019 6 repositories listed Syntology ran 2 of 3 samples · 1 unverified
  The rapid improvement of language models has raised the specter of abuse of text generation systems.
• Fooling automated surveillance cameras: adversarial patches to attack person detection
  18 Apr 2019 4 repositories listed Syntology ran 0 of 10 samples · 10 unverified
  Some of these approaches have also shown that these attacks are feasible in the real-world, i.
• MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
  11 Jul 2018 4 repositories listed
  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.
• Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation
  3 Feb 2023 3 repositories listed Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
  This paper presents a novel end-to-end framework with Explicit box Detection for multi-person Pose estimation, called ED-Pose, where it unifies the contextual learning between human-level (global) and keypoint-level…
• Search and Rescue with Airborne Optical Sectioning
  18 Sep 2020 3 repositories listed
  We show that automated person detection under occlusion conditions can be significantly improved by combining multi-perspective images before classification.
• Multiview Detection with Feature Perspective Transformation
  14 Jul 2020 3 repositories listed Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
  First, how should we aggregate cues from the multiple views?
• 3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans
  15 Feb 2020 3 repositories listed Syntology ran 0 of 4 samples · 4 unverified
  Our second contribution is to provide the first fully automatic Spatial PerceptIon eNgine(SPIN) to build a DSG from visual-inertial data.
• Invisible Backdoor Attacks on Diffusion Models
  2 Jun 2024 2 repositories listed Syntology ran 9 of 35 samples · 26 unverified · 19 pointer-only (licence)
  In recent years, diffusion models have achieved remarkable success in the realm of high-quality image generation, garnering increased attention.
• Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation
  14 Aug 2023 2 repositories listed Syntology ran 21 of 22 samples · 1 unverified
  State-of-the-art solutions adopt the DETR-like framework, and mainly develop the complex decoder, e.
• Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?
  3 Apr 2023 2 repositories listed Syntology ran 1 of 1 samples · 0 unverified
  Advances in Large Language Models (e.
• Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text
  24 Dec 2022 2 repositories listed Syntology ran 0 of 14 samples · 14 unverified
  As text generated by large language models proliferates, it becomes vital to understand how humans engage with such text, and whether or not they are able to detect when the text they are reading did not originate with…
• SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images
  4 Jul 2021 2 repositories listed Syntology ran 0 of 4 samples · 4 unverified
  With the increasing demand for search and rescue, it is highly demanded to detect objects of interest in large-scale images captured by Unmanned Aerial Vehicles (UAVs), which is quite challenging due to extremely small…
• RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text
  6 Oct 2020 2 repositories listed
  In recent years, large neural networks for natural language generation (NLG) have made leaps and bounds in their ability to generate fluent text.
• DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera
  1 Jun 2020 2 repositories listed
  In this paper we propose a method based on deep learning that detects multiple people from a single overhead depth image with high reliability.
• Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques
  4 May 2020 2 repositories listed
  From the experimental analysis, it is observed that the YOLO v3 with Deepsort tracking scheme displayed best results with balanced mAP and FPS score to monitor the social distancing in real-time.
• DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
  29 Apr 2020 2 repositories listed
  Detecting persons using a 2D LiDAR is a challenging task due to the low information content of 2D range data.
• Scale Match for Tiny Person Detection
  23 Dec 2019 2 repositories listed
  In this paper, we introduce a new benchmark, referred to as TinyPerson, opening up a promising directionfor tiny object detection in a long distance and with mas-sive backgrounds.
• MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation
  24 Aug 2018 2 repositories listed
  In this paper, we present the dataset, its annotations, as well as baseline results from several recent person detection and 2D/3D pose estimation methods.
• TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent
  26 May 2025 1 repository listed
  As large language models (LLMs) become integrated into sensitive workflows, concerns grow over their potential to leak confidential information.
• DetReIDX: A Stress-Test Dataset for Real-World UAV-Based Person Recognition
  7 May 2025 1 repository listed
  Moreover, the publicly available data sets do not realistically incorporate such kinds and magnitudes of variability, which limits the progress of this technology.
• Person detection and re-identification in open-world settings of retail stores and public spaces
  1 May 2025 1 repository listed
  In the case of person re-identification task the main goal is to retrieve information whether the specific person has appeared in another place at a different time instance of the same video, or over multiple camera…
• MultiSensor-Home: A Wide-area Multi-modal Multi-view Dataset for Action Recognition and Transformer-based Sensor Fusion
  3 Apr 2025 1 repository listed
  Furthermore, existing methods face difficulties in effectively modeling inter-view relationships and enhancing spatial feature learning.
• Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images
  17 Feb 2025 1 repository listed
  Diffusion model-generated images can appear indistinguishable from authentic photographs, but these images often contain artifacts and implausibilities that reveal their AI-generated provenance.
• Improving Detection of Person Class Using Dense Pooling
  28 Oct 2024 1 repository listed
  To further improve the performance of person detection we have conducted a different approach which gives the state-of-the-art conclusion.
• MicroFlow: An Efficient Rust-Based Inference Engine for TinyML
  28 Sep 2024 1 repository listed
  The experimental results prove the efficiency and suitability of MicroFlow for the deployment of TinyML models in critical environments where resources are particularly limited.
• UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster Scenarios
  9 Aug 2024 1 repository listed
  Unmanned aerial vehicles (UAVs) have revolutionized search and rescue (SAR) operations, but the lack of specialized human detection datasets for training machine learning models poses a significant challenge.
• Experimental implementation of skeleton tracking for collision avoidance in collaborative robotics
  15 Jul 2024 1 repository listed
  In this paper, an obstacle avoidance algorithm is tested using a sensor system for real-time human detection; the operator represents a potential dynamic obstacle that can interfere with the robot motion.

Syntology lines on 11 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.