Multispectral Object Detection

Ask about this topic

Momentum

2 papers in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 33

All topics
CardsList

  1. Analysis of SWIR Imaging Detection Performance Under Adverse Environmental Conditions for Autonomous Driving Systems

    Oct 5, 2026Rohan Mehra, Alexandre Riffard, Yannis Loumouamou +1Multispectral Object DetectionInfrared Object Detection

    Université Clermont Auvergne, Clermont Auvergne INP, CNRS, Institut Pascal, F-63000 Clermont-Ferrand, France

  2. FoCal: Frequency-Oriented Cross-Modal Interaction and Spectral Calibration for Aerial Visible-Infrared Object Detection

    Sep 24, 2026Ben Liang, Chao Sui, Junqi Bai +4Multispectral Object DetectionInfrared Object Detection

    School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · 28th Institute of China Electronics Technology Group Corporation, Nanjing 210007, China · School of Electronic Science and Technology, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China +1

  3. Aligned Radiometric RGB-Thermal Fusion for UAV Facade Anomaly Screening

    Sep 14, 2026Yuan Yang, Shulei Li, Haobo LiangThermal ImagingInfrared-Visible Image Fusion

    Hong Kong Center for Construction Robotics, Hong Kong SAR, China

  4. Residual Optimal Transport-Based Experts Collaboration Towards Modality-Aware Infrared-Visible Object Detection

    Sep 3, 2026Yue Zhao, Hua Yu, Yukun Zhao +6Missing-Modality LearningMultimodal Robustness

    School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi’an 710071, China · College of Computing and Data Science, Nanyang Technological University, Singapore · School of Electronics and Communication Engineering, Sun Yat-sen University, Guangzhou 510275, China +3

  5. Seeing the Unseen: Camouflaged Object Detection Beyond the Visible Spectrum

    Aug 31, 2026Avi Gupta, Trasha GuptaMultispectral Object DetectionCamouflaged Object Detection

    Indraprastha Institute of Information Technology, Delhi · Delhi Technological University, Delhi

  6. ProtoHGF-Net: Prototype HyperGraph Fusion with Intra-modal Calibration for RGBT Object Detection

    Aug 12, 2026Xiangqi Chen, Xiuling Zhang, Chengzhuan Yang +7Multispectral Object DetectionMultimodal Fusion

  7. InterPruner: Interactive Structured Pruning via Taylor-Implicit Criterion and Language-Prior Modulator for Multimodal Object Detection

    Aug 11, 2026Qi Ming, Zihan Yang, Shaoguang Huang +6Multispectral Object DetectionInfrared Object Detection

    Beijing University of Technology · Southwest University · China University of Geosciences Wuhan +5

  8. Bridging Severe Cross-Modal Misalignment: End-to-End Visible-Infrared Object Detection via Explicit Feature-Domain Affine Registration

    Aug 11, 2026Qi Ming, Yuyang Wang, Mingjing Zhao +7Multispectral Object DetectionCross-Modal Alignment

    Beijing University of Technology, China · Central South University, China · Beijing Electronics Science & Technology Institute +4

  9. Deep Learning based Detection of Fishing Vessels and Fishing Monitoring using Nightlight Images

    Aug 10, 2026Shantakar Mohanty, Prasun Kumar Gupta, Raian Vargas MarettoRemote Sensing Image UnderstandingMultispectral Object Detection

    Indian Institute of Remote Sensing, ISRO, Dehradun, India · University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), Enschede, The Netherlands

  10. CFGPNet: Cross-Attention-Based Fused Gradient Programmed Network Framework for Multispectral Object Detection

    Aug 6, 2026Nima Hatami, Karim Faez, Saeed Sharifian +1Multispectral Object DetectionEfficient Object Detection

    Department of Electrical Engineering, Amirkabir University of Technology, 15914, Tehran, Iran

  11. DRPFNet: Dual-domain Residual Progressive Fusion Network for RGB-Thermal Object Detection

    Aug 4, 2026Zian Wang, Changchun LiMultispectral Object DetectionInfrared Object Detection

    College of Computer Science and Technology, Jilin University, China

  12. G-MAD: A Game-Based Data Generation Framework for Multi-View RGB-T Aerial Object Detection

    Jul 22, 2026Yechan Kim, JongHyun Park, Dongho Yoon +2Multispectral Object DetectionSynthetic Data Generation

    LIG Defense&Aerospace Republic of Korea · Gwangju Institute of Science and Technology Republic of Korea

  13. LDFE: Laplacian Decoupled Feature Enhancement Block for Dual-Stream CNN-based RGB-IR Object Detection

    Jul 9, 2026Wenhao Dong, Xiaoyan Luo, Linlin Yang +4Multispectral Object DetectionInfrared Object Detection

    Beihang University, Beijing, 102206, China · State Key Laboratory of High-Efficiency Reusable Aerospace Transportation Technology, The School of Astronautics, Beihang University, Beijing, 102206, China · The National Key Laboratory of Integrated Air-Ground Navigation Technologies, The School of Astronautics, Beihang University, Beijing, 102206, China +7

  14. Fully Rotation-Equivariant Spectral-Spatial Learning for Multispectral Object Detection

    Jul 6, 2026Peng Zhang, Tingfa Xu, Shuaihao Han +1Multispectral Object DetectionEquivariant Neural Networks

    Beijing Institute of Technology, Beijing, China

  15. InfraNet: Quality-Aware RGB Guidance for Efficient Infrared Object Detection

    Jul 4, 2026Zichao Feng, Haodong Zhu, Jingying Yang +8Efficient Multimodal InferenceMultimodal Robustness

    Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China · Communication University of China, Beijing, China +1

  16. Descriptor: LYNRED Mobility Dataset Multimodal Detection Subset (LYNRED-MDS)

    Jul 2, 2026Loïc Arbez, Jessy Matias, Xavier Brenière +2Autonomous Driving DatasetsAutonomous Driving Benchmarks

    Thoth · INRIA center at University Grenoble Alpes, 38330 Montbonnot-Saint-Martin, France · Lynred, 38113, Veurey-Voroize, France +2

  17. Dual Sparse Aggregation Transformer for Multispectral Object Detection

    Jun 30, 2026Wencong Wu, Xiuwei Zhang, Hanlin Yin +2Multispectral Object DetectionDetection Transformer

    School of Computer Science, Northwestern Polytechnical University, Xi’an 710072, China · School of Computer Science, the Shaanxi Provincial Key Laboratory of Speech and Image Information Processing and the National Engineering Laboratory for Integrated Aerospace-Ground-Ocean Big Data Application Technology, Northwestern Polytechnical University, Xi’an 710072, China · School of Cybersecurity, Northwestern Polytechnical University, Xi’an 710072, China

  18. Efficient RGB-T Object Detection via Sparse Cross-Modality Fusion

    Jun 29, 2026Chao Tian, Zikun Zhou, Chao Yang +2Multispectral Object DetectionEfficient Object Detection

    Harbin Institute of Technology, Shenzhen, Guangdong, China

  19. Progressive Pixel-Neighborhood Deformable Cross-Attention for Multispectral Object Detection

    Jun 23, 2026Tian Qiu, Jifeng Shen, Xin ZuoMultispectral Object DetectionCross-Modal Alignment

    School of Electrical and Information Engineering, Jiangsu University, Zhenjiang, 212013, China · School of Computer Science and Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, China

  20. Augmentation techniques for video surveillance in the visible and thermal spectral range

    Jun 11, 2026Vanessa Buhrmester, Ann-Kristin Grosselfinger, David Munch +1Multimodal RobustnessData Augmentation

    Fraunhofer IOSB, Gutleuthausstraße 1, 76275 Ettlingen, Germany

  21. FreqKD: Frequency-Decoupled Cross-Modal Knowledge Distillation for Infrared Object Detection

    Jun 10, 2026Keval Thaker, Venkatraman Narayanan, Abdalmalek Aburaddaha +1Cross-Modal Knowledge DistillationMultispectral Object Detection

    University of Michigan-Dearborn 4901 Evergreen Rd Dearborn, MI 48128, USA

  22. Reusing Fusion-Time Spectral Reliability for Adaptive Fusion and Expert Routing in RGB-Infrared Object Detection

    May 31, 2026Yefeng WuMultimodal RobustnessAdaptive Model Routing

  23. Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums

    May 20, 2026Sourov Roy Shuvo, Prajwal Panth, Rajesh Chowdhury +3Multispectral Object DetectionInfrared Object Detection

    School of Computer Engineering KIIT Deemed to be University Bhubaneswar, India

  24. Towards UAV Detection in the Real World: A New Multispectral Dataset UAVNet-MS and a New Method

    May 20, 2026Yihang Luo, Jun Chen, Chao Xiao +13Multispectral Object DetectionSmall Object Detection

    College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China · Aviation University of Air Force, China · Sun Yat-sen University, China

  25. LER-YOLO: Reliability-Aware Expert Routing for Misaligned RGB-Infrared UAV Detection

    May 20, 2026Liming Hou, Yueping Peng, Hexiang Hao +6Mixture of ExpertsMultispectral Object Detection

    Engineering University of PAP, Xi’an 710086, China · Unit Command Department, Officers College of PAP, Chengdu 610213, China

  26. WD-FQDet: Multispectral Detection Transformer via Wavelet Decomposition and Frequency-aware Query Learning

    May 13, 2026Chunjin Yang, Xiwei Zhang, Yiming Xiao +1Multispectral Object DetectionFrequency-Domain Feature Learning

    University of Electronic Science and Technology of China,Chengdu, Sichuan 611731, China

  27. SpectraDINO: Bridging the Spectral Gap in Vision Foundation Models via Lightweight Adapters

    May 4, 2026Yagiz Nalcakan, Hyeongjin Ju, Incheol Park +3Cross-Modal Knowledge DistillationMultispectral Object Detection

    Yonsei University, Seoul, Republic of Korea

  28. FUN: A Focal U-Net Combining Reconstruction and Object Detection for Snapshot Spectral Imaging

    Apr 30, 2026Dahua Gao, Yubo Dong, Anqi Li +4Multispectral Object DetectionImage Reconstruction

    School of Artificial Intelligence, Xidian University, Xi’an 710126, China · Changzhi Medical College, the Engineering Research Centre for Intelligent Data Assisted Diagnosis and Treatment in Shanxi Province, and Uniwave Artificial Intelligence Technology Co., Ltd., Changzhi 046000, China

  29. SWNet: A Cross-Spectral Network for Camouflaged Weed Detection

    Apr 17, 2026Henry O. Velesaca, Luigi Miranda, Angel D. SappaAgricultural Image AnalysisWeed Detection

    ESPOL Polytechnic University, Campus Gustavo Galindo, 090902, Guayaquil, Ecuador · Software Engineering Department, Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada, 18071, Granada, Spain · Computer Vision Center, Universitat Aut`onoma de Barcelona, 08193-Bellaterra, Barcelona, Spain

  30. Camo-M3FD: A New Benchmark Dataset for Cross-Spectral Camouflaged Pedestrian Detection

    Apr 17, 2026Henry O. Velesaca, Andrea Mero, Guillermo A. Castillo +1Multispectral Object DetectionCamouflaged Object Detection

    ESPOL Polytechnic University, Campus Gustavo Galindo, 090902, Guayaquil, Ecuador · Software Engineering Department, Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada, 18071, Granada, Spain · Universit`a della Svizzera Italiana, Via Giuseppe Buffi13, 6900, Lugano, Switzerland +1