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Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-30645-8_19openalex-snapshot

Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery

inferredcites →https://doi.org/10.1007/978-3-319-46475-6_28openalex-snapshot

Is Faster R-CNN Doing Well for Pedestrian Detection?

inferredcites →https://doi.org/10.1007/978-3-319-93000-8_47openalex-snapshot

Real-Time Multispectral Pedestrian Detection with a Single-Pass Deep Neural Network

inferredcites →https://doi.org/10.1007/s11263-016-0890-9openalex-snapshot

Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model

inferredcites →https://doi.org/10.1016/j.inffus.2018.11.017openalex-snapshot

Fusion of multispectral data through illumination-aware deep neural networks for pedestrian detection

inferredcites →https://doi.org/10.1016/j.isprsjprs.2019.02.005openalex-snapshot

Box-level segmentation supervised deep neural networks for accurate and real-time multispectral pedestrian detection

inferredcites →https://doi.org/10.1016/j.patcog.2018.08.005openalex-snapshot

Illumination-aware faster R-CNN for robust multispectral pedestrian detection

inferredcites →https://doi.org/10.1016/j.sbspro.2010.01.038openalex-snapshot

Development of privacy-preserving sensor for person detection

inferredcites →https://doi.org/10.1109/cvpr.2015.7298706openalex-snapshot

Multispectral pedestrian detection: Benchmark dataset and baseline

inferredcites →https://doi.org/10.1109/cvpr.2015.7299143openalex-snapshot

Pedestrian detection aided by deep learning semantic tasks

inferredcites →https://doi.org/10.1109/cvpr.2017.451openalex-snapshot

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot

YOLO9000: Better, Faster, Stronger

inferredcites →https://doi.org/10.1109/cvpr.2019.00533openalex-snapshot

High-Level Semantic Feature Detection: A New Perspective for Pedestrian Detection

inferredcites →https://doi.org/10.1109/cvprw.2017.36openalex-snapshot

Fully Convolutional Region Proposal Networks for Multispectral Person Detection

inferredcites →https://doi.org/10.1109/icassp.2019.8683026openalex-snapshot

Privacy-preserving Online Human Behaviour Anomaly Detection Based on Body Movements and Objects Positions

inferredcites →https://doi.org/10.1109/iccv.2017.530openalex-snapshot

Illuminating Pedestrians via Simultaneous Detection and Segmentation

inferredcites →https://doi.org/10.1109/mva.2015.7153177openalex-snapshot

Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks

inferredcites →https://doi.org/10.1109/tmm.2017.2759508openalex-snapshot

Scale-aware Fast R-CNN for Pedestrian Detection

inferredcites →https://doi.org/10.1109/tpami.2011.155openalex-snapshot

Pedestrian Detection: An Evaluation of the State of the Art

inferredcites →https://doi.org/10.1109/wacv.2017.111openalex-snapshot

Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection

inferredcites →https://doi.org/10.1117/12.2520705openalex-snapshot

Generalization ability of region proposal networks for multispectral person detection

inferredcites →https://doi.org/10.13140/rg.2.2.33906.56004openalex-snapshot

An introduction to domain adaptation and transfer learning

inferredcites →https://doi.org/10.23919/apsipa.2018.8659688openalex-snapshot

Pedestrian Detection based on Deep Fusion Network using Feature Correlation

inferredcites →https://doi.org/10.3390/computation7020020openalex-snapshot

Invertible Autoencoder for Domain Adaptation

inferredcites →https://doi.org/10.3390/s17081850openalex-snapshot

Efficient Pedestrian Detection at Nighttime Using a Thermal Camera

inferredcites →https://doi.org/10.48550/arxiv.1804.02767openalex-snapshot

YOLOv3: An Incremental Improvement

inferredcites →https://doi.org/10.48550/arxiv.1903.06999openalex-snapshot

GFD-SSD: Gated Fusion Double SSD for Multispectral Pedestrian Detection

inferredcites →https://doi.org/10.5244/c.29.32openalex-snapshot

Real-Time Pedestrian Detection with Deep Network Cascades

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-20077-9_9openalex-snapshot

Multimodal Object Detection via Probabilistic Ensembling

inferred← citeshttps://doi.org/10.1007/978-981-96-5815-2_4openalex-snapshot

LightGR-Transformer: Light Grouped Residual Transformer for Multispectral Object Detection

inferred← citeshttps://doi.org/10.1007/978-981-96-6596-9_3openalex-snapshot

MFCA: Multimodal Object Detection Based on Feature Calibration and Aggregation

inferred← citeshttps://doi.org/10.1007/978-981-99-4484-2_7openalex-snapshot

Improving Thermal Object Detection for Optimized Deep Neural Networks on Embedded Devices

inferred← citeshttps://doi.org/10.1007/s00371-025-04268-yopenalex-snapshot

Modality balancing network for pedestrian detection based on cross-modal compensation fusion and multimodal feature alignment

inferred← citeshttps://doi.org/10.1007/s00521-023-08239-zopenalex-snapshot

Cross-modality complementary information fusion for multispectral pedestrian detection

inferred← citeshttps://doi.org/10.1007/s11042-023-16374-xopenalex-snapshot

Flexible thermal camera solution for Smart city people detection and counting

inferred← citeshttps://doi.org/10.1007/s11063-022-10991-7openalex-snapshot

LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention

inferred← citeshttps://doi.org/10.1007/s11760-023-02667-zopenalex-snapshot

Thermal pedestrian detection based on different resolution visual image

inferred← citeshttps://doi.org/10.1007/s13198-025-02912-3openalex-snapshot

Vision technologies in autonomous vehicles: progress, methodologies, and key challenges

inferred← citeshttps://doi.org/10.1007/s44443-026-00951-9openalex-snapshot

Uni–MPedFormer: towards a unified transformer–based framework for multispectral pedestrian detection

inferred← citeshttps://doi.org/10.1016/j.compeleceng.2022.108385openalex-snapshot

Mask-guided explicit feature modulation for multispectral pedestrian detection

inferred← citeshttps://doi.org/10.1016/j.displa.2026.103663openalex-snapshot

Stage-Aware Multilevel Feature Interaction and Fusion for RGB–Thermal Object Detection

inferred← citeshttps://doi.org/10.1016/j.eswa.2026.132494openalex-snapshot

DFDNet: Differential fusion detection network for RGB-IR objects

inferred← citeshttps://doi.org/10.1016/j.imavis.2024.105106openalex-snapshot

Pedestrian detection in low-light conditions: A comprehensive survey

inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103895openalex-snapshot

Multispectral state-space feature fusion: Bridging shared and cross-parametric interactions for object detection

inferred← citeshttps://doi.org/10.1016/j.infrared.2026.106939openalex-snapshot

A Multi-Scale Asymmetric Attention mechanism for visible-infrared object detection

inferred← citeshttps://doi.org/10.1016/j.measurement.2025.116971openalex-snapshot

Road object localization and detection of thermal infrared images using a recursive gated convolution cross-aggregation network

inferred← citeshttps://doi.org/10.1016/j.neunet.2026.108997openalex-snapshot

Cross-modal transformer fusion via local sampling for drone RGB-infrared object detection

inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109913openalex-snapshot

ICAFusion: Iterative cross-attention guided feature fusion for multispectral object detection

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.114895openalex-snapshot

WCCNet: Wavelet-context cooperative network for efficient multispectral pedestrian detection

inferred← citeshttps://doi.org/10.1038/s41598-025-03567-7openalex-snapshot

Multimodal fusion transformer network for multispectral pedestrian detection in low-light condition

inferred← citeshttps://doi.org/10.1049/cvi2.12159openalex-snapshot

Improving multispectral pedestrian detection with scale‐aware permutation attention and adjacent feature aggregation

inferred← citeshttps://doi.org/10.1049/ipr2.12884openalex-snapshot

Multi‐modal object detection via transformer network

inferred← citeshttps://doi.org/10.1088/1361-6501/ad6bb3openalex-snapshot

EDASNet: efficient dynamic adaptive-scale network for infrared pedestrian detection

inferred← citeshttps://doi.org/10.1109/access.2025.3650060openalex-snapshot

Enhanced Thermal-Only Object Detection via LoRA-Guided Thermal-to-Visible Translation and Cross-Modal Distillation

inferred← citeshttps://doi.org/10.1109/cac57257.2022.10055263openalex-snapshot

Multimodal Feature Fusion YOLOv5 for RGB-T Object Detection

inferred← citeshttps://doi.org/10.1109/easct59475.2023.10393467openalex-snapshot

Multi-Scale Occluded Pedestrian Detection Based on Deep Learning

inferred← citeshttps://doi.org/10.1109/iccc68654.2025.11438232openalex-snapshot

Infrared Dual-Domain Modeling Transformer for RGB-to-Infrared Image Generation

inferred← citeshttps://doi.org/10.1109/icce56470.2023.10043569openalex-snapshot

D2D: Divide to Detect, A Scale-Aware Framework for On-Road Object Detection Using IR Camera

inferred← citeshttps://doi.org/10.1109/icip49359.2023.10222560openalex-snapshot

Retrieve the Visible Feature to Improve Thermal Pedestrian Detection Using Discrepancy Preserving Memory Network

inferred← citeshttps://doi.org/10.1109/icme59968.2025.11208926openalex-snapshot

Rethinking Cross-Modality Fusion Mamba from a Frequency Domain Perspective

inferred← citeshttps://doi.org/10.1109/jsen.2024.3386709openalex-snapshot

Multimodal Pedestrian Detection Based on Cross-Modality Reference Search

inferred← citeshttps://doi.org/10.1109/jstars.2025.3561737openalex-snapshot

Region and Sample Level Domain Adaptation for Unsupervised Infrared Target Detection in Aerial Remote Sensing Images

inferred← citeshttps://doi.org/10.1109/sr.2025.3584745openalex-snapshot

Comprehensive Performance Analysis of Object Detection Algorithms Across Diverse Sensor Modalities

inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3306870openalex-snapshot

Stabilizing Multispectral Pedestrian Detection With Evidential Hybrid Fusion

inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3454631openalex-snapshot

Multidimensional Fusion Network for Multispectral Object Detection

inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3539625openalex-snapshot

EI²Det: Edge-Guided Illumination-Aware Interactive Learning for Visible-Infrared Object Detection

inferred← citeshttps://doi.org/10.1109/tgrs.2025.3578675openalex-snapshot

DHANet: Dual-Stream Hierarchical Interaction Networks for Multimodal Drone Object Detection

inferred← citeshttps://doi.org/10.1109/tim.2025.3573003openalex-snapshot

HFMIDet: Hierarchical Feature Fusion-Guided Multidimensional Infrared Pedestrian Detection Network

inferred← citeshttps://doi.org/10.1109/tits.2023.3307167openalex-snapshot

Illumination-Aware Hallucination-Based Domain Adaptation for Thermal Pedestrian Detection

inferred← citeshttps://doi.org/10.1109/tits.2024.3441628openalex-snapshot

Illumination Distribution-Aware Thermal Pedestrian Detection

inferred← citeshttps://doi.org/10.1109/tiv.2024.3462488openalex-snapshot

Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection

inferred← citeshttps://doi.org/10.1109/tmm.2026.3668686openalex-snapshot

DWSF-Net: A Dynamic Wavelet-Based Spatial-Frequency Fusion Network for Multispectral Object Detection

inferred← citeshttps://doi.org/10.1109/tmm.2026.3677684openalex-snapshot

Illumination-Aware Visible Generative Flows for Thermal Pedestrian Detection

inferred← citeshttps://doi.org/10.1109/wacv61041.2025.00914openalex-snapshot

Multispectral Object Detection Enhanced by Cross-Modal Information Complementary and Cosine Similarity Channel Resampling Modules

inferred← citeshttps://doi.org/10.1117/1.jei.34.3.033046openalex-snapshot

Dynamic interaction transformer and refined feature alignment for enhanced multispectral pedestrian detection

inferred← citeshttps://doi.org/10.1117/12.3008208openalex-snapshot

Attention guided cross-modal multispectral object detection

inferred← citeshttps://doi.org/10.1142/s0218001425500363openalex-snapshot

DCSAFNet: Dual-Channel and Spatial Attention Fusion Network for Multispectral Object Detection in Low-Light Conditions

inferred← citeshttps://doi.org/10.1145/3474085.3475679openalex-snapshot

Partially Fake it Till you Make It

inferred← citeshttps://doi.org/10.1145/3524136openalex-snapshot

Category-Stitch Learning for Union Domain Generalization

inferred← citeshttps://doi.org/10.1145/3662185openalex-snapshot

EOGT: Video Anomaly Detection with Enhanced Object Information and Global Temporal Dependency

inferred← citeshttps://doi.org/10.1145/3664647.3680922openalex-snapshot

Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model

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DAG-YOLO: A Context-Feature Adaptive fusion Rotating Detection Network in Remote Sensing Images

inferred← citeshttps://doi.org/10.23919/mva57639.2023.10216102openalex-snapshot

Domain Adaptation from Visible-Light to FIR with Reliable Pseudo Labels

inferred← citeshttps://doi.org/10.32604/cmc.2024.048200openalex-snapshot

Lightweight Cross-Modal Multispectral Pedestrian Detection Based on Spatial Reweighted Attention Mechanism

inferred← citeshttps://doi.org/10.3390/app14010249openalex-snapshot

Infrared Target Detection Based on Interval Sampling Weighting and 3D Attention Head in Complex Scenario

inferred← citeshttps://doi.org/10.3390/electronics12102312openalex-snapshot

All-Weather Pedestrian Detection Based on Double-Stream Multispectral Network

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Pedestrian Detection Techniques for Advanced Driver Assistance Systems: A Comprehensive Review

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Automatic Analysis of People in Thermal Imagery

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