Towards Large-Scale Small Object Detection: Survey and Benchmarks

28 July 2022

Junwei Han

Papers citing "Towards Large-Scale Small Object Detection: Survey and Benchmarks"

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Title
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data Prashant P. Shinde Priyadarshini P. Pai Shashishekar P. Adiga K. Subramanya Mayya Yongbeom Seo Myungsoo Hwang Heeyoung Go C. P 17 0 0 15 May 2025
DPNet: Dynamic Pooling Network for Tiny Object Detection Luqi Gong Haotian Chen Y. Chen Tianliang Yao Chao Li Shuai Zhao Guangjie Han ObjD 134 0 0 05 May 2025
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection Siwei Wang Zhiwei Chen Liujuan Cao Rongrong Ji ObjD 69 0 0 29 Apr 2025
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV Kai Ye Haidi Tang Bowen Liu Pingyang Dai Liujuan Cao Rongrong Ji AI4TS 34 0 0 28 Apr 2025
A Decade of You Only Look Once (YOLO) for Object Detection Leo Thomas Ramos Angel D. Sappa 66 0 0 24 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection Tajamul Ashraf Rajes Manna Partha Sarathi Purkayastha Tavaheed Tariq Janibul Bashir 25 0 0 21 Apr 2025
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors Jiahuan Long Wen Yao Tingsong Jiang Chao Ma AAML 36 0 0 15 Apr 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Y. Wang 42 0 0 02 Apr 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Chenkai Zhang Yiming Lei Zeming Liu Qingjie Liu Y. Wang 44 0 0 28 Mar 2025
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications Mahya Nikouei Bita Baroutian Shahabedin Nabavi Fateme Taraghi Atefe Aghaei Ayoob Sajedi M. Moghaddam ObjD AAML 78 0 0 26 Mar 2025
From Fragment to One Piece: A Survey on AI-Driven Graphic Design Xingxing Zou Wen Zhang Nanxuan Zhao 56 0 0 24 Mar 2025
Minuscule Cell Detection in AS-OCT Images with Progressive Field-of-View Focusing Boyu Chen A. L. Solebo Daqian Shi Jinge Wu Paul Taylor 62 0 0 15 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Z. Liu Qingjie Liu Y. Wang ObjD 154 0 0 08 Mar 2025
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines Xinyi Ying Chao Xiao Ruojing Li Xu He Boyang Li ... Miao Li Shilin Zhou Wei An Weidong Sheng Li Liu 151 7 0 21 Feb 2025
SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network Zhaoxu Li Wei An Gaowei Guo Longguang Wang Yingqian Wang Zaiping Lin ViT 85 0 0 03 Jan 2025
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning Chang Xu Ruixiang Zhang Wen Yang Haoran Zhu Fang Xu Jian Ding Gui-Song Xia ObjD 86 0 0 16 Dec 2024
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach Kailas PS Selvakumaran R Palani Murugan Ramesh Kumar V Malaya Kumar Biswal M 77 0 0 12 Dec 2024
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos C. Xiao W. An Y. Zhang Z. Su M. Li W. Sheng M. Pietikäinen L. Liu 113 6 0 24 Nov 2024
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units Liam Boyle Julian Moosmann Nicolas Baumann Seonyeong Heo Michele Magno ObjD 43 2 0 22 Oct 2024
SCLNet: A Scale-Robust Complementary Learning Network for Object Detection in UAV Images Xuexue Li ObjD 33 0 0 11 Sep 2024
Renormalized Connection for Scale-preferred Object Detection in Satellite Imagery Fan Zhang Lingling Li Licheng Jiao Xu Liu Fang Liu Shuyuan Yang B. Hou ObjD 34 0 0 09 Sep 2024
DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios Yang Li Jianli Xiao 46 0 0 02 Sep 2024
Convolutional Neural Network Compression Based on Low-Rank Decomposition Yaping He Linhao Jiang Di Wu 31 0 0 29 Aug 2024
MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection Xiangbo Gao A. Kanu-Asiegbu Xiaoxiao Du Mamba 35 0 0 02 Aug 2024
Small Object Few-shot Segmentation for Vision-based Industrial Inspection Zilong Zhang Chang Niu Yi Lin Jingchi Jiang Xuefeng Chen 36 1 0 31 Jul 2024
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing Minghang Zhou Tianyu Li Chaofan Qiao Dongyu Xie Guoqing Wang Ningjuan Ruan Lin Mei Yang Yang Mamba 45 4 0 11 Jul 2024
Similarity Distance-Based Label Assignment for Tiny Object Detection Shuohao Shi Qiang Fang Tong Zhao Xin Xu ObjD 47 2 0 02 Jul 2024
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object Detection Zixing Li Chao Yan Zhen Lan Xiaojia Xiang Han Zhou Jun Lai Dengqing Tang 40 0 0 02 Jul 2024
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object Detection Dingkang Liang Wei Hua Chunsheng Shi Zhikang Zou Xiaoqing Ye Xiang Bai 37 2 0 01 Jul 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 39 21 0 14 Jun 2024
Texture Re-scalable Universal Adversarial Perturbation Yihao Huang Qing Guo Felix Juefei-Xu Ming Hu Xiaojun Jia Xiaochun Cao Geguang Pu Yang Liu AAML 27 7 0 10 Jun 2024
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos Trong-Thuan Nguyen Pha Nguyen Xin Li Jackson Cothren Alper Yilmaz Khoa Luu 38 3 0 03 Jun 2024
Visible and Clear: Finding Tiny Objects in Difference Map Bing Cao Haiyu Yao Pengfei Zhu Qinghua Hu ObjD 38 3 0 18 May 2024
Better Sampling, towards Better End-to-end Small Object Detection Zile Huang Chong Zhang Mingyu Jin Fangyu Wu Chengzhi Liu Xiaobo Jin ObjD 45 0 0 17 May 2024
Resource Efficient Perception for Vision Systems M. I. A V Subramanyam Niyati Singal Vinay K. Verma 35 0 0 12 May 2024
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition Meiqi Cao Rui Yan Xiangbo Shu Guangzhao Dai Yazhou Yao Guo-Sen Xie 36 0 0 04 May 2024
STAT: Towards Generalizable Temporal Action Localization Yangcen Liu Ziyi Liu Yuanhao Zhai Wen Li David Doerman Junsong Yuan 29 2 0 20 Apr 2024
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 20 0 0 11 Apr 2024
YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images Chenguang Liu Guangshuai Gao Ziyue Huang Zhenghui Hu Qingjie Liu Yunhong Wang ObjD 27 15 0 09 Apr 2024
Independently Keypoint Learning for Small Object Semantic Correspondence Hailong Jin Huiying Li 32 0 0 03 Apr 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 35 1 0 20 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 74 2 0 20 Feb 2024
Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery Yansheng Li Junwei Luo Yongjun Zhang Yihua Tan Jin-Gang Yu Song Bai 21 21 0 05 Dec 2023
Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture Wei-Jang Li Yang Wei Tianpeng Liu Yuenan Hou Yuxuan Li Zhen Liu Yongxiang Liu Li Liu 25 17 0 26 Nov 2023
Improved Defect Detection and Classification Method for Advanced IC Nodes by Using Slicing Aided Hyper Inference with Refinement Strategy V. D. Ridder Bappaditya Dey Victor Blanco Sandip Halder B. Waeyenberge 9 3 0 19 Nov 2023
S $^3$ AD: Semi-supervised Small Apple Detection in Orchard Environments Robert Johanson Christian Wilms Ole Johannsen Simone Frintrop 22 3 0 08 Nov 2023
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box Hao Zhang Cong Xu Shuaijie Zhang 14 141 0 06 Nov 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 51 1 0 25 Oct 2023
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao ObjD 35 46 0 13 Sep 2023
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art Aref Miri Rekavandi Shima Rashidi F. Boussaïd Stephen Hoefs Emre Akbas Bennamoun ViT 41 23 0 10 Sep 2023