Object Detection

ObjD

Identifies and localizes objects within images or videos. Fundamental for surveillance, robotics, and autonomous vehicles.

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Referring Camouflaged Object Detection With Multi-Context Overlapped Windows Cross-Attention Yu Wen Shuyong Gao Shuping Zhang Miao Huang Lili Tao Han Yang Haozhe Xing Lihe Zhang Boxue Hou ObjD 4 0 0 17 Nov 2025
YOLO Meets Mixture-of-Experts: Adaptive Expert Routing for Robust Object Detection Ori Meiraz Sharon Shalev Avishai Weizman MoE ObjD 53 0 0 17 Nov 2025
Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning Ankita Raj Chetan Arora ObjD AAML VLM 36 0 0 16 Nov 2025
MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection Leena Alghamdi Muhammad Usman Hafeez Anwar Abdul Bais Saeed Anwar ObjD 5 0 0 16 Nov 2025
ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks Ruixun Liu Bowen Fu Jiayi Song Kaiyu Li Wanchen Li Lanxuan Xue Hui Qiao Weizhan Zhang Deyu Meng Xiangyong Cao ObjD 6 0 0 15 Nov 2025
Comprehension of Multilingual Expressions Referring to Target Objects in Visual Inputs Francisco Nogueira Alexandre Bernardino Bruno Martins ObjD 84 0 0 14 Nov 2025
Scale-Aware Relay and Scale-Adaptive Loss for Tiny Object Detection in Aerial Images Jinfu Li Yuqi Huang Hong Song Ting Wang Jianghan Xia Yucong Lin Jingfan Fan Jian Yang ObjD 78 0 0 13 Nov 2025
FOUND: Fourier-based von Mises Distribution for Robust Single Domain Generalization in Object Detection Mengzhu Wang Changyuan Deng Shanshan Wang Nan Yin L. Lan Liang Yang ObjD 74 0 0 13 Nov 2025
Robust Object Detection with Pseudo Labels from VLMs using Per-Object Co-teaching Uday Bhaskar Rishabh Bhattacharya Avinash Patel Sarthak Khoche Praveen Anil Kulkarni Naresh Manwani ObjD VLM 68 0 0 13 Nov 2025
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection Jiazhou Zhou Qing Jiang Kanghao Chen Lutao Jiang Yuanhuiyi Lyu Ying-Cong Chen Lei Zhang ObjD 68 0 0 12 Nov 2025
Pixel-level Quality Assessment for Oriented Object Detection Yunhui Zhu Buliao Huang ObjD 206 0 0 11 Nov 2025
Generalized-Scale Object Counting with Gradual Query Aggregation Jer Pelhan A. Lukežič Matej Kristan ObjD 102 0 0 11 Nov 2025
Semantic-Guided Natural Language and Visual Fusion for Cross-Modal Interaction Based on Tiny Object Detection Xian-Hong Huang Hui-Kai Su Chi-Chia Sun Jun-Wei Hsieh ObjD 188 0 0 07 Nov 2025
In-Context Adaptation of VLMs for Few-Shot Cell Detection in Optical Microscopy Shreyan Ganguly Angona Biswas Jaydeep Rade Md Hasibul Hasan Hasib Nabila Masud ... Ushashi Bhattacharjee Aditya Balu A. Sarkar A. Krishnamurthy Soumik Sarkar ObjD VLM 104 0 0 04 Nov 2025
Improving Classification of Occluded Objects through Scene Context Courtney M. King Daniel D. Leeds Damian Lyons George Kalaitzis ObjD 175 0 0 30 Oct 2025
Prototype-Driven Adaptation for Few-Shot Object Detection Yushen Huang Zhiming Wang ObjD 36 0 0 29 Oct 2025
RT-DETRv4: Painlessly Furthering Real-Time Object Detection with Vision Foundation Models Zijun Liao Yian Zhao Xin Shan Y. Yan Chang Liu Lei Lu X. Ji Jie Chen ObjD VLM 185 0 0 29 Oct 2025
PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity Yuqian Yuan W. Zhang Xin Li Shihao Wang Kehan Li Wentong Li Jun Xiao Lei Zhang Beng Chin Ooi ObjD 216 0 0 27 Oct 2025
A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP Ying Dai Wei Yu Chen ObjD VLM 151 0 0 22 Oct 2025
Comparative Analysis of Object Detection Algorithms for Surface Defect Detection Arpan Maity Tamal Ghosh ObjD 68 0 0 21 Oct 2025
On-the-Fly OVD Adaptation with FLAME: Few-shot Localization via Active Marginal-Samples Exploration Yehonathan Refael Amit Aides Aviad Barzilai George Leifman Genady Beryozkin Vered Silverman Bolous Jaber Tomer Shekel ObjD 221 0 0 20 Oct 2025
Beat Tracking as Object Detection Jaehoon Ahn Moon-Ryul Jung ObjD 107 0 0 16 Oct 2025
CoT-PL: Visual Chain-of-Thought Reasoning Meets Pseudo-Labeling for Open-Vocabulary Object Detection Hojun Choi Youngsun Lim Jaeyo Shin Hyunjung Shim ObjD LRM VLM 124 0 0 16 Oct 2025
Accelerated Feature Detectors for Visual SLAM: A Comparative Study of FPGA vs GPU Ruiqi Ye M. Luján ObjD 40 0 0 15 Oct 2025
Detect Anything via Next Point Prediction Qing Jiang Junan Huo Xingyu Chen Yuda Xiong Zhaoyang Zeng Yihao Chen Tianhe Ren Junzhi Yu Lei Zhang ObjD 103 0 0 14 Oct 2025
DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search Kartik Narayan Yang Xu Tian Cao Kavya Nerella Vishal M. Patel Navid Shiee Peter Grasch Chao Jia Yinfei Yang Zhe Gan ObjD KELM VLM 132 0 0 14 Oct 2025
When Does Supervised Training Pay Off? The Hidden Economics of Object Detection in the Era of Vision-Language Models Samer Al-Hamadani ObjD VLM 33 0 0 13 Oct 2025
A Simple and Better Baseline for Visual Grounding Jingchao Wang Wenlong Zhang Dingjiang Huang Hong Wang Yefeng Zheng ObjD 53 0 0 12 Oct 2025
A Multimodal Depth-Aware Method For Embodied Reference Understanding Fevziye Irem Eyiokur Dogucan Yaman H. K. Ekenel Alexander Waibel ObjD 166 0 0 09 Oct 2025
Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition Ranjan Sapkota Manoj Karkee ObjD MU 159 1 0 06 Oct 2025
Referring Expression Comprehension for Small Objects Kanoko Goto Takumi Hirose Mahiro Ukai Shuhei Kurita Nakamasa Inoue ObjD 82 0 0 04 Oct 2025
Cross-View Open-Vocabulary Object Detection in Aerial Imagery Jyoti Kini Rohit Gupta Mubarak Shah ObjD VLM 98 0 0 04 Oct 2025
CoT Referring: Improving Referring Expression Tasks with Grounded Reasoning Qihua Dong Luis Figueroa Handong Zhao Kushal Kafle Jason Kuen Zhihong Ding Scott D. Cohen Y. Fu ObjD LRM 114 0 0 03 Oct 2025
Beyond CNNs: Efficient Fine-Tuning of Multi-Modal LLMs for Object Detection on Low-Data Regimes Nirmal Elamon Rouzbeh Davoudi ObjD 96 0 0 03 Oct 2025
VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors Atif Belal H. R. Medeiros M. Pedersoli Eric Granger ObjD VLM 52 0 0 01 Oct 2025
Adaptive Event Stream Slicing for Open-Vocabulary Event-Based Object Detection via Vision-Language Knowledge Distillation Jinchang Zhang Zijun Li Jiakai Lin Guoyu Lu ObjD VLM 45 0 0 01 Oct 2025
VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs Peng Liu H. Shen Chunxin Fang Zhicheng Sun Jiajia Liao T. Zhao MLLM ObjD VLM LRM 113 0 0 30 Sep 2025
GeoVLM-R1: Reinforcement Fine-Tuning for Improved Remote Sensing Reasoning Mustansar Fiaz Hiyam Debary P. Fraccaro D. Paudel Luc Van Gool Fahad Shahbaz Khan Salman Khan ObjD OffRL VLM LRM 133 0 0 29 Sep 2025
Geo-R1: Unlocking VLM Geospatial Reasoning with Cross-View Reinforcement Learning Chenhui Xu F. Yu Michael J. Bianco Jacob Kovarskiy Raphael Tang ... Rupanjali Kukal Mikael Figueroa Rishi Madhok Nikolaos Karianakis Jinjun Xiong ObjD ReLM LRM 38 0 0 29 Sep 2025
YOLO26: Key Architectural Enhancements and Performance Benchmarking for Real-Time Object Detection Ranjan Sapkota Rahul Harsha Cheppally Ajay Sharda Manoj Karkee ObjD 184 2 0 29 Sep 2025
C3-OWD: A Curriculum Cross-modal Contrastive Learning Framework for Open-World Detection Siheng Wang Zhengdao Li Yanshu Li Canran Xiao Haibo Zhan ... Zhikang Dong Jifeng Shen Junhao Dong Qiang Sun Piotr Koniusz ObjD VLM 88 2 0 27 Sep 2025
Geo-R1: Improving Few-Shot Geospatial Referring Expression Understanding with Reinforcement Fine-Tuning Zilun Zhang Zian Guan T. Zhao H. Shen Tianyu Li Yuxiang Cai Zhonggen Su Zhaojun Liu Jianwei Yin Xiang Li ObjD LRM 147 0 0 26 Sep 2025
MIRG-RL: Multi-Image Reasoning and Grounding with Reinforcement Learning Lihao Zheng Jiawei Chen Xintian Shen Hao Ma Tao Wei ObjD OffRL VLM LRM 68 0 0 26 Sep 2025
HierLight-YOLO: A Hierarchical and Lightweight Object Detection Network for UAV Photography Defan Chen Yaohua Hu Luchan Zhang ObjD 116 0 0 26 Sep 2025
GeoRef: Referring Expressions in Geometry via Task Formulation, Synthetic Supervision, and Reinforced MLLM-based Solutions Bing Liu Wenqiang Yv X. J. Yang S. Wang Junzhuo Liu Peng Wang G. Wang Yang Yang H. Shen ObjD 91 0 0 25 Sep 2025
Real-Time Object Detection Meets DINOv3 Shihua Huang Yongjie Hou Longfei Liu Xuanlong Yu Xi Shen ObjD 3DH PINN VLM 209 1 0 25 Sep 2025
RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images Ke Li Di Wang Ting Wang Fuyu Dong Yiming Zhang L. Zhang X. Wang Shaofeng Li Quan Wang VGen ObjD 72 0 0 23 Sep 2025
MVP: Motion Vector Propagation for Zero-Shot Video Object Detection Binhua Huang Ni Wang Wendong Yao Soumyabrata Dev ObjD VLM 76 0 0 22 Sep 2025
UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning Ye Liu Zongyang Ma Junfu Pu Zhongang Qi Yang Wu Mingyu Ding Chang Wen Chen MLLM ObjD LRM 166 0 0 22 Sep 2025
MO R-CNN: Multispectral Oriented R-CNN for Object Detection in Remote Sensing Image Leiyu Wang Biao Jin Feng Huang Liqiong Chen Zhengyong Wang X. He Honggang Chen ObjD 85 0 0 21 Sep 2025

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