Salient Object Detection

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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

    Sep 23, 2026Qiangqiang Zhou, Yang Luo, Yong Chen +1Cross-Modal AlignmentSalient Object Detection

    Jiangxi Normal University

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

    Sep 14, 2026Hongbo Gao, Zhengyu Li, Xueru Nie +4Multimodal RobustnessSalient Object Detection

    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

  3. SphereSOD: Geometry-Structure Coupled Learning for 360 Salient Object Detection

    Sep 7, 2026Junsong Zhang, Zhijie Shen, Shuai Zheng +4Salient Object Detection

    DDS

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

    Sep 3, 2026Xuehao Wang, Jiaxin Hua, Runmei Li +4Salient Object Detection

    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 +1MambaSalient 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. Is It Time for the Renaissance of Salient Object Detection in the Era of MLLMs?

    Jul 31, 2026Wenzhuo Zhao, Xiuzhi Li, Zhongkuan Mao +6VLM EvaluationSalient Object Detection

    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

  7. DensFiLM: Density-Conditioned Video Saliency for Crowd Scenes

    Jul 28, 2026Anis Ur RahmanSalient Object DetectionVisual Saliency

    CSC - IT Center for Science Ltd., Espoo, Finland

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

    Jul 28, 2026Tianyu Li, Jiahao He, Keren Fu +1Salient Object Detection

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

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

    Jul 23, 2026Yanyan Peng, Tingfa Xu, Yao Xiao +4Salient Object DetectionHyperspectral Imaging

    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

  10. 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 +1Weakly Supervised Image SegmentationSalient Object Detection

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

  11. TDSal: Task-Based Top-Down Saliency Prediction Model

    Jul 10, 2026Can Mizrakli, Tolga K. CapinVisual AttentionSalient Object Detection

    Karlsruhe Institute of Technology, Germany · TED University, Türkiye

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

    Jul 4, 2026Gongyang Li, Zhen Bai, Runmin Cong +3Salient Object DetectionDiffusion Guidance

    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

  13. Rethinking Conditional Generation for Underwater Salient Object Detection

    Jul 2, 2026Hua Li, Yongjie Weng, Yutong Li +3Salient Object DetectionConditional Diffusion Models

    School of Computer Science and Technology, Hainan University, Haikou 570228, China · School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong 250061, China · School of Data Science, Lingnan University, Hong Kong, China

  14. HVPNet: A Bio-Inspired Network for General Salient and Camouflaged Object Detection

    Jun 30, 2026Jiawei Xu, Qiangqiang Zhou, Zhouping Li +3Efficient Multimodal InferenceSalient Object Detection

    aSchool of Artificial Intelligence, Jiangxi Normal University, Street, Nanchang, 330000, State, China · bFaculty of Business Information, Shanghai Business School, Zhongshan West Road, Shanghai, 200235, China · cSchool of Computer Science and Information Engineering, Shanghai Institute of Technology, Street, Shanghai, 201418, China

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

    Jun 25, 2026Ke Chen, Ling Zhou, Guangqi Jiang +3Salient Object DetectionVisual SSMs

    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

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

    Jun 18, 2026Junhui Li, Jialu Li, Youshan ZhangMambaU-Net

    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

  17. MMDiff: Extending Diffusion Transformers for Multi-Modal Generation

    Jun 15, 2026Yagmur Akarken, Orest Kupyn, Christian RupprechtDiffusion TransformerDepth Estimation

    University of Oxford, Visual Geometry Group

  18. BED-SAM2: Boundary-Enhanced-Depth SAM2 via Monocular Geometric Priors

    May 24, 2026Tyler Rust, Dara McNally, Kyle O'Donnell +2Image SegmentationSalient Object Detection

    University of Delaware · University of South Florida · DEVCOM Army Research Laboratory

  19. Learning Dynamic Structural Specialization for Underwater Salient Object Detection

    May 15, 2026Lin Hong, Chenhui Wang, Linan Deng +7Underwater ImagingSalient Object Detection

    School of Automation, Southeast University, Nanjing, China.

  20. 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 +3Video Object SegmentationVision Foundation Models

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

  21. Global-Local Feature Decoding with Adapter-Guided SAMv2 for Salient Object Detection

    May 4, 2026Morteza Moradi, Mohammad Moradi, Simone Palazzo +2Salient Object DetectionVision Foundation Model Adaptation

    University of Catania, Catania, Italy · Quintic AI, San Francisco, CA, USA

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

    Apr 19, 2026Suklav Ghosh, Arijit Sur, Pinaki MitraDiffusion Model GuidanceSalient Object Detection

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

  23. Automated Palynological Analysis System: Integrating Deep Metric Learning, Detection and Classification in Bright Field Microscopy

    Apr 17, 2026J. Staforelli-Vivanco, R. Jofré, P. Coelho +12Salient Object DetectionExplainable Image Classification

    Facultad de Ingeniería, Universidad Andres Bello, Talcahuano, CCP-THNO 7100 Chile · Universidad Arturo Prat, Sede Victoria, Chile · Laboratory of Palynology and Plant Ecology, School of Sciences and Technologies, University of Concepción, Los Angeles Campus

  24. Hyperspectral Image Dataset for Benchmarking on Salient Object Detection

    Jun 29, 2018Nevrez Imamoglu, Yu Oishi, Xiaoqiang Zhang +4Salient Object DetectionHyperspectral Imaging

    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