Rgb-Thermal Object Detection

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

    Sep 24, 2026Ben Liang, Chao Sui, Junqi Bai +4Rgb-Thermal Object DetectionCross-Modal

    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

  2. S2A:Semantic-to-Spatial Alignment for Alignment-Free RGB-T Salient Object Detection

    Sep 23, 2026Qiangqiang Zhou, Yang Luo, Yong Chen +1Rgb-Thermal Object DetectionCross-Modal Alignment

    Jiangxi Normal University

  3. RA-SOD: Reliability-Aware RGB-T Salient Object Detection under Modality Degradation

    Sep 14, 2026Hongbo Gao, Zhengyu Li, Xueru Nie +4Rgb-Thermal Object DetectionRgb-Thermal

    State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, No. 92 West Dazhi Street, Nangang District, Harbin, Heilongjiang 150006, China · School of Computer Science, University of Sydney, Camperdown, Sydney, NSW 2006, Australia

  4. When Depth Hurts: Reliability-Aware Geometry Distillation for Depth-Free RGB-D Salient Object Detection

    Sep 3, 2026Xuehao Wang, Jiaxin Hua, Runmei Li +4Rgb-Thermal Object DetectionRobust Geometric Model Estimation

    University of International Business and Economics · State Key Laboratory of Virtual Reality Technology and Systems · Southwest Jiaotong University +2

  5. SPLG-Mamba: Structure-Preserving Local-Global Mamba Network for Salient Object Detection in Optical Remote Sensing Images

    Aug 30, 2026Yi Xu, Ruichao Hou, Tongwei Ren +1Feature PyramidRgb-Thermal Object Detection

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210008, Jiangsu, China · School of Elite Biomedical Engineers and the Institute for Interdisciplinary Intelligent Pharmacy, China Pharmaceutical University, Nanjing 211198, China

  6. EGM-Det: Entropy-Guided Multimodal Adaptive Fusion for UAV RGB-IR Object Detection

    Aug 12, 2026Cunzheng Fan, Dawei Yan, Guanlin Wang +4Multimodal FusionRgb-Thermal Object Detection

    School of Cybersecurity, Northwestern Polytechnical University, Xi’an 710072, China · School of Automation and Software Engineering, Shanxi University, Taiyuan 030006, China

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

    Aug 12, 2026Xiangqi Chen, Xiuling Zhang, Chengzhuan Yang +7Rgb-Thermal Object DetectionRgb-Thermal

  8. MVTrack: Ultrafast Appearance-Free Moving Object Tracking from Compressed Bitstreams

    Aug 11, 2026Iñaki Erregue, Kamal Nasrollahi, Sergio EscaleraMulti-Object TrackingVideo Compression

    Universitat de Barcelona · Computer Vision Center · Milestone Systems +1

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

    Aug 11, 2026Qi Ming, Zihan Yang, Shaoguang Huang +6Rgb-Thermal Object DetectionImplicit

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

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

    Aug 6, 2026Nima Hatami, Karim Faez, Saeed Sharifian +1Rgb-Thermal Object DetectionCross-Attention

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

  11. RegisterBridgeMM: A Register-Centric Framework for RGB-Infrared Object Detection

    Aug 5, 2026Zian Wang, Hangchuan Liang, Yuehua Chen +4Rgb-Thermal Object DetectionInfrared

    Jilin University, China · Taiyuan University of Technology, China · Shenzhen University, China

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

    Aug 4, 2026Zian Wang, Changchun LiRgb-ThermalRgb-Thermal Object Detection

    College of Computer Science and Technology, Jilin University, China

  13. Is It Time for the Renaissance of Salient Object Detection in the Era of MLLMs?

    Jul 31, 2026Wenzhuo Zhao, Xiuzhi Li, Zhongkuan Mao +6Rgb-Thermal Object DetectionMultimodal Large Language Models

    College of Computer Science, Sichuan University, China · National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, China · School of Information and Communication Engineering, University of ElectronicScience and Technology of China, China

  14. RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection

    Jul 28, 2026Tianyu Li, Jiahao He, Keren Fu +1Rgb-Thermal Object DetectionRgb-Depth Cameras

    National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, Chengdu, China · College of Computer Science, Sichuan University, Chengdu, China

  15. Spectral-Spatial Synergistic Guided Network for Hyperspectral Salient Object Detection

    Jul 23, 2026Yanyan Peng, Tingfa Xu, Yao Xiao +4Hyperspectral ImageRgb-Thermal Object Detection

    Chongqing Innovation Center, Beijing Institute of Technology, Chongqing 401120, China · School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China · Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education of China, Beijing 100081, China

  16. Weakly-Supervised RGB-D Salient Object Detection via SAM-driven Pseudo Annotation and State Space Interaction-based Diffusion

    Jul 16, 2026Wenqi Si, Gongyang Li, Shixiang Shi +1Rgb-Thermal Object DetectionPixel-Level Annotation

    School of Communication and Information Engineering, Shanghai University, Shanghai 200444, China · School of Computer Science and Engineering, Nanyang Technological University, Singapore 639798

  17. Dual-Correlation Hypergraph Network for Unaligned RGBT Video Object Detection and A Large-scale Benchmark

    Jul 9, 2026Qishun Wang, Yapeng Li, Zhengzheng Tu +2Rgb-Thermal Object DetectionRgb-Thermal

    Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei 230601, China

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

    Jul 9, 2026Wenhao Dong, Xiaoyan Luo, Linlin Yang +4Rgb-Thermal Object DetectionObject 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

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

    Jul 4, 2026Zichao Feng, Haodong Zhu, Jingying Yang +8InfraredInfrared Small Target Detection

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

  20. IPDiff: Diffusion-driven ORSI Salient Object Detection with Information Reconstruction and Multi-Prior Guidance

    Jul 4, 2026Gongyang Li, Zhen Bai, Runmin Cong +3Rgb-Thermal Object DetectionSaliency

    School of Communication and Information Engineering, Shanghai University, Shanghai, China · Department of Medical Equipment, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China · School of Control Science and Engineering, Shandong University, Jinan, China +2

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

    Jun 29, 2026Chao Tian, Zikun Zhou, Chao Yang +2Rgb-Thermal Object DetectionRgb-Event Object Tracking

    Harbin Institute of Technology, Shenzhen, Guangdong, China

  22. Liquid Fusion of Heterogeneous Representations Towards General Salient Object Detection

    Jun 25, 2026Ke Chen, Ling Zhou, Guangqi Jiang +3Rgb-Thermal Object DetectionConvolutional Neural Networks

    School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, Jiangsu, 213159, China · College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, 200082, China · Faculty of Data Science, City University of Macau, Avenida Padre Tomás Pereira2026 Taipa, Macao, 999078, China

  23. U2^2Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

    Jun 18, 2026Junhui Li, Jialu Li, Youshan ZhangRgb-Thermal Object DetectionMamba-Based Models

    School of Electronics and Information Engineering, University of Science and Technology Liaoning, China · School of Artificial Intelligence, Chuzhou University, Anhui, China · MS in Artificial Intelligence, Yeshiva University, New York, USA

  24. Learning Dynamic Structural Specialization for Underwater Salient Object Detection

    May 15, 2026Lin Hong, Chenhui Wang, Linan Deng +7Underwater Object DetectionUnderwater Acoustic Target Recognition

    School of Automation, Southeast University, Nanjing, China.

  25. M4^4-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection

    May 12, 2026Jiyuan Liu, Jia Lin, Xiaofei Zhou +3Rgb-Thermal Object DetectionAmodal Segmentation

    Hangzhou Dianzi University, China · Shandong University, China · Anqing Normal University, China +1

  26. Thermal-Det: Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection

    May 11, 2026Yasiru Ranasinghe, Elim Schenck, Florence Yellin +3Rgb-ThermalRgb-Thermal Object Detection

    Johns Hopkins University · Kitware · DEVCOM Army Research Laboratory

  27. UniV2D: Bridging Visual Restoration and Semantic Perception for Underwater Salient Object Detection

    May 8, 2026Laibin Chang, Shaodong Wang, Yunke Wang +4Underwater Object DetectionRgb-Thermal Object Detection

    School of Computer Science, Wuhan University · School of Computer Science, The University of Sydney · School of Computer Science and Technology, Harbin Institute of Technology

  28. RAWild: Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling

    May 7, 2026Shuhong Liu, Gengjia Chang, Jun Liu +4Rgb-Thermal Object DetectionObject Detection

    The University of Tokyo · I2WM · 12-bit 1/4000 360 ISO +1

  29. DGSSM: Diffusion guided state-space models for multimodal salient object detection

    Apr 19, 2026Suklav Ghosh, Arijit Sur, Pinaki MitraRgb-Thermal Object DetectionDense Prediction

    Dept. of Computer Science and Engineering, Indian Institute of Technology, Guwahati

  30. Hyperspectral Image Dataset for Benchmarking on Salient Object Detection

    Jun 29, 2018Nevrez Imamoglu, Yu Oishi, Xiaoqiang Zhang +4Hyperspectral ImageRgb-Thermal Object Detection

    Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan · School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China