Multimodal Object Detection

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32 papers4 papers in the last four weeks, down 20% on the four weeks before. 0.0% of all new papers.

  1. TriSAR-3D and PaintFusion: A Novel Trimodal LiDAR-RGB-Thermal Dataset and Method for 3D Person Detection in Search and Rescue

    Oct 15, 2026Markus Kramer, Jan Wachenfeld, Oskar von Stryk3D Object DetectionMultimodal Object Detection

    The authors are with the SIM Group, Technical University of Darmstadt, Germany.

  2. Context-aware Bayesian Fusion for Multimodal Object Detection

    Oct 13, 2026Arunachalam Venkatachalam, Mhafuzul Islam, Marwan Yusuf +3Multimodal Object DetectionObject Detection

    imec Michigan, USA · imec and Ghent University Ghent, Belgium · imec Leuven, Belgium

  3. SetOPD: From Few Visual Exemplars to Multimodal Candidate Sets for Remote-Sensing Open-Prompt Detection

    Sep 26, 2026Jinlong Hu, Yi Zhang, Zhiqi Xia +2Multimodal Object DetectionOpen-Vocabulary Object Detection

    Wuhan University · Institute of Seismology, China Earthquake Administration

  4. SGDet3D++: Geometry-Grounded Semantics for 4D Radar and Camera 3D Object Detection

    Sep 23, 2026Xiaokai Bai, Zhenyu Fan, Lianqing Zheng +3Camera-Radar FusionmmWave Radar Sensing

    College of Information Science and Electronic Engineering, Zhejiang University · School of Automotive Studies, Tongji University

  5. Efficient Unified Multimodal Understanding (EUMU): Winning Solution for the MUMU Track at the 8th LSVOS Challenge

    Sep 16, 2026Dayoung Kil, Seong-heum KimUnified Multimodal ModelsEfficient Multimodal Inference

    Department of Intelligent Semiconductors, Soongsil University, Seoul, Republic of Korea

  6. LGFN: Lightweight Gated RGB-Polarization Fusion with Modality-Availability Conditioning for Camouflaged Object Detection

    Sep 11, 2026Zhuangfan Huang, Xiaosong Li, Yang Liu +2Missing-Modality LearningEfficient Multimodal Inference

    Guangdong-HongKong-Macao Joint Laboratory for Intelligent Micro-Nano Optoelectronic Technology, School of Physics and Optoelectronic Engineering, Foshan University, Foshan 528225, China. · School of Mechanical and Electrical Engineering, China University of Mining and Technology-Beijing, Beijing 100083, China.

  7. Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection

    Sep 9, 2026Ibrohimjon Muminov, Jihie KimOpen-Vocabulary Object DetectionVision-Language Grounding

    Dongguk University, Seoul, South Korea

  8. CODE: Cross-Modal Calibration and Dynamic Suppression for Open World Object Detection

    Aug 27, 2026Hao Xu, Zhaoning Shi, Hehe Jin +1Open-Vocabulary Object DetectionMultimodal Object Detection

    Beijing Institute of Technology Beijing, China

  9. RSFusionDet: Underwater RGB-Sonar Multimodal Object Detection

    Aug 26, 2026Zhuoyan Liu, Yihan Wang, Bo Wang +2Multimodal Object DetectionUnderwater Object Detection

    National Key Laboratory of Autonomous Marine Vehicle Technology, Harbin Engineering University · Department of Aeronautical and Aviation Engineering, Hong Kong Polytechnic University

  10. A2DINOv3: Rethinking Multi-Modal Object Detection via Socialized Collaboration

    Aug 21, 2026Jiekang Feng, Zhihe Fan, Yunqi Zhu +6Multispectral Object DetectionInfrared Object Detection

    School of Artificial Intelligence, Tianjin University · School of Sports Training, Tianjin University of Sport · School of Computer Science and Engineering, University of New South Wales +2

  11. SuppreSensing: Expert-Guided Feature Recalibration and Discrepancy Augmentation for Multimodal Object Detection

    Aug 21, 2026Xin Wu, Zhenyu Gao, Qiankun Zhang +1Multimodal Object DetectionObject Detection

    Beijing University of Posts and Telecommunications Beijing, China

  12. 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

    Zhejiang Normal University Jinhua, Zhejiang, China · Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University · National University of Defense Technology Changsha, Hunan, China +2

  13. 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

  14. Deep Multimodal Fusion Detection through Spatial Mask and Channel Competition

    Aug 3, 2026Guandi Wang, Ming Li, Yunsen Xing +1Cross-Modal LearningCross-Modal Attention

    KTH Royal Institute of Technology Stockholm, Sweden · University of Maryland, College Park, USA

  15. Multimodal Semantic-Probabilistic Objectness for Open World Object Detection

    Jul 27, 2026Weijun Tian, Rui LiuObject DetectionMultimodal Object Detection

    School of Computer Science and Engineering, Beihang University

  16. CMTFormer: Marrying Transformer with Hierarchical Information Interaction for RGB-Event Object Detection

    Jun 28, 2026Yu Li, Yuenan Hou, Yingmei Wei +2Event-Based VisionEvent-Based Object Detection

    aLaboratory for Big Data and Decision, National University of Defense Technology, Changsha, Hunan, China · bShanghai AI Laboratory, Shanghai, Shanghai, China

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

    Jun 23, 2026Tian Qiu, Jifeng Shen, Xin ZuoCross-Modal AttentionCross-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

  18. ExDet: Open-Domain Open-Vocabulary Detection with Cross-modal Extrapolation and Rectification

    Jun 8, 2026Yupeng Zhang, Yuzhong Feng, Ruize Han +3Open-Vocabulary Object DetectionObject Detection

    College of Intelligence and Computing, Tianjin University, Tianjin, China · Faculty of Computer Science and Artificial Intelligence, Shenzhen University of Advanced Technology, Shenzhen, China · School of Artificial Intelligence, Nanchang University, Jiangxi, China

  19. CAMF-Det: Closure-Aware Multimodal Fusion for LiDAR-Camera 3D Object Detection on UAV Platforms

    Jun 8, 2026Yanze Jiang, Yanfeng Gu, Xian LiLidar-Based 3D Object DetectionMultimodal Robustness

    School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150001, China

  20. FindIt: A Format-Informed Visual Detection Benchmark for Generalist Multimodal LLMs

    Jun 2, 2026Eshika Khandelwal, Jingjing Pan, Mingfang Zhang +3Multimodal GroundingVideo Object Detection

    Tuebingen AI Center, University of Tuebingen · Woven by Toyota, Inc., Tokyo, Japan · Toyota Motor Europe, Brussels, Belgium

  21. LV-OSD: Language-Vision-Complementary Open-Set Object Detection

    May 27, 2026Yupeng Zhang, Ruize Han, Wei Feng +2Open-Vocabulary Object DetectionObject Detection

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China · Faculty of Computer Science and Artificial Intelligence, Shenzhen University of Advanced Technology, Shenzhen 518107, Guangdong, China

  22. SWAN: World-Aware Adaptive Multimodal Networks for Runtime Variations

    Apr 28, 2026Jason Wu, Shir-Kang Scott Jin, Yuyang Yuan +4Efficient Multimodal InferenceDynamic Neural Networks

    University of California, Los Angeles · University of California, Riverside · U.S. Army DEVCOM Army Research Laboratory

  23. Tri-Modal Fusion Transformers for UAV-based Object Detection

    Apr 17, 2026Craig Iaboni, Pramod AbichandaniInfrared Object DetectionMultimodal Object Detection

    New Jersey Institute of Technology

  24. Multimodal Urban Tree Detection from Satellite and Street-Level Imagery via Annotation-Efficient Deep Learning Strategies

    Apr 3, 2026In Seon Kim, Ali MoghimiMultimodal Object DetectionObject Detection

    Department of Computer Science, University of California, Davis, , Davis, 95616, CA, USA · Department of Biological and Agricultural Engineering, University of California, Davis, Davis, CA, 95616, USA

  25. DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection

    Mar 24, 2026Gautam Rajendrakumar Gare, Neehar Peri, Matvei Popov +3Large Vision-Language ModelsFew-Shot Object Detection

    Carnegie Mellon University · Roboflow

  26. CCF: Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object Detection

    Mar 24, 2026Yuchen Wu, Kun Wang, Yining Pan +13D Object DetectionMultimodal Object Detection

    Singapore University of Technology and Design

  27. An Annotation-to-Detection Framework for Autonomous and Robust Vine Trunk Localization in the Field by Mobile Agricultural Robots

    Mar 20, 2026Dimitrios Chatziparaschis, Elia Scudiero, Brent Sams +1Multimodal Object DetectionObject Detection

    Dept. of Electrical and Computer Engineering, Univ. of California, Riverside, 900 University Avenue, Riverside, CA 92521, USA · Dept. of Environmental Sciences, Univ. of California, Riverside, 900 University Avenue, Riverside, CA 92521, USA · Gallo, 600 Yosemite Blvd, Modesto, CA 95354, USA

  28. Detect Anything in Real Time: From Single-Prompt Segmentation to Multi-Class Detection

    Mar 12, 2026Mehmet Kerem TurkcanObject DetectionEfficient Object Detection

    Columbia University

  29. Multi-Modal Decouple and Recouple Network for Robust 3D Object Detection

    Mar 8, 2026Rui Ding, Zhaonian Kuang, Yuzhe Ji +33D Object DetectionMultimodal Object Detection

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, P.R.China · Intelligent Transportation Thrust of the Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), P.R.China · Multimodal Experiences Research Lab, Dolby Laboratories, Los Angeles, CA, USA

  30. HDINO: A Concise and Efficient Open-Vocabulary Detector

    Mar 3, 2026Hao Zhang, Yiqun Wang, Qinran Lin +2Open-Vocabulary Object DetectionMultimodal Object Detection

    Chongqing University