Object Detection

ObjD

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

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Improving Classification of Occluded Objects through Scene Context Courtney M. King Daniel D. Leeds Damian Lyons George Kalaitzis ObjD 54 0 0 30 Oct 2025
RT-DETRv4: Painlessly Furthering Real-Time Object Detection with Vision Foundation Models Zijun Liao Yian Zhao Xin Shan Yu Yan Chang Liu Lei Lu Xiangyang Ji Jie Chen ObjD VLM 78 0 0 29 Oct 2025
Prototype-Driven Adaptation for Few-Shot Object Detection Yushen Huang Zhiming Wang ObjD 0 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 78 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 29 0 0 22 Oct 2025
Comparative Analysis of Object Detection Algorithms for Surface Defect Detection Arpan Maity Tamal Ghosh ObjD 20 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 101 0 0 20 Oct 2025
Beat Tracking as Object Detection Jaehoon Ahn Moon-Ryul Jung ObjD 45 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 60 0 0 16 Oct 2025
Accelerated Feature Detectors for Visual SLAM: A Comparative Study of FPGA vs GPU Ruiqi Ye M. Luján ObjD 12 0 0 15 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 56 0 0 14 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 67 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 1 0 0 13 Oct 2025
A Simple and Better Baseline for Visual Grounding Jingchao Wang Wenlong Zhang Dingjiang Huang Hong Wang Yefeng Zheng ObjD 9 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 80 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 116 0 0 06 Oct 2025
Cross-View Open-Vocabulary Object Detection in Aerial Imagery Jyoti Kini Rohit Gupta Mubarak Shah ObjD VLM 62 0 0 04 Oct 2025
Referring Expression Comprehension for Small Objects Kanoko Goto Takumi Hirose Mahiro Ukai Shuhei Kurita Nakamasa Inoue ObjD 42 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 48 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 40 0 0 03 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 16 0 0 01 Oct 2025
VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors Atif Belal H. R. Medeiros M. Pedersoli Eric Granger ObjD VLM 16 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 68 0 0 30 Sep 2025
YOLO26: Key Architectural Enhancements and Performance Benchmarking for Real-Time Object Detection Ranjan Sapkota Rahul Harsha Cheppally Ajay Sharda Manoj Karkee ObjD 83 2 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 14 0 0 29 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 18 0 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 44 0 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 64 0 0 26 Sep 2025
HierLight-YOLO: A Hierarchical and Lightweight Object Detection Network for UAV Photography Defan Chen Yaohua Hu Luchan Zhang ObjD 80 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 36 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 28 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 100 0 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 ObjD VGen 20 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 36 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 94 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 45 0 0 21 Sep 2025
Enhanced Detection of Tiny Objects in Aerial Images Kihyun Kim Michalis Lazarou Tania Stathaki ObjD 20 0 0 21 Sep 2025
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception Yuheng Shi Xiaohuan Pei Minjing Dong Chang Xu ObjD 77 0 0 21 Sep 2025
Speech-to-See: End-to-End Speech-Driven Open-Set Object Detection Wenhuan Lu Xinyue Song Wenjun Ke Zhizhi Yu Wenhao Yang Jianguo Wei ObjD 4 0 0 20 Sep 2025
MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment Elena Camuffo F. Barbato Mete Ozay Simone Milani Umberto Michieli ObjD 118 0 0 17 Sep 2025
Improving Generalized Visual Grounding with Instance-aware Joint LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Ming Dai Wenxuan Cheng Jiang-Jiang Liu Lingfeng Yang Zhenhua Feng Wankou Yang Jingdong Wang ObjD ISeg 72 2 0 17 Sep 2025
Performance Optimization of YOLO-FEDER FusionNet for Robust Drone Detection in Visually Complex Environments Tamara R. Lenhard Andreas Weinmann Tobias Koch ObjD 39 0 0 17 Sep 2025
Recurrent Cross-View Object Geo-Localization Xiaohan Zhang S. Cao Xiaokai Bai Yiming Li Zhangkai Shen Zhe Wu Xiaoxi Hu Hui-Liang Shen ObjD 36 0 0 16 Sep 2025
Towards Understanding Visual Grounding in Visual Language Models Georgios Pantazopoulos Eda B. Özyiğit ObjD 109 0 0 12 Sep 2025
Zero-Shot Referring Expression Comprehension via Visual-Language True/False Verification Jeffrey Liu Rongbin Hu ObjD 18 0 0 12 Sep 2025
A Co-Training Semi-Supervised Framework Using Faster R-CNN and YOLO Networks for Object Detection in Densely Packed Retail Images Hossein Yazdanjouei Arash Mansouri Mohammad Shokouhifar ObjD 68 0 0 11 Sep 2025
Prototype-Aware Multimodal Alignment for Open-Vocabulary Visual Grounding Jiangnan Xie Xiaolong Zheng Liang Zheng ObjD 56 0 0 08 Sep 2025
Light-Weight Cross-Modal Enhancement Method with Benchmark Construction for UAV-based Open-Vocabulary Object Detection Zhenhai Weng Xinjie Li Can Wu Weijie He Jianfeng Lv Dong Zhou Zhongliang Yu ObjD VLM 108 0 0 07 Sep 2025
PropVG: End-to-End Proposal-Driven Visual Grounding with Multi-Granularity Discrimination Ming Dai Wenxuan Cheng Jiedong Zhuang Jiang-Jiang Liu Hongshen Zhao Zhenhua Feng Wankou Yang ObjD 84 3 0 05 Sep 2025
A Data-Driven RetinaNet Model for Small Object Detection in Aerial Images Zhicheng Tang Jinwen Tang Yi Shang ObjD 44 0 0 03 Sep 2025

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