Research

Papers for “object detection”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures	Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen	2021	arxiv 2105.14572
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne Perspective	Yu Zhang, Fengyuan Liu, Juan Lyu	2025	arxiv 2505.08231
GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection	Xiaotian Li, Baojie Fan, Jiandong Tian	2024	arxiv 2411.00340
A comprehensive overview of deep learning models for object detection from videos/images	Sukana Zulfqar, Sadia Saeed, M. Azam Zia	2026	arxiv 2601.14677
RAWild: Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling	Shuhong Liu, Gengjia Chang, Jun Liu	2026	arxiv 2605.05941
YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges	Manikanta Kotthapalli, Deepika Ravipati, Reshma Bhatia	2025	arxiv 2508.02067
Toward Minimal Misalignment at Minimal Cost in One-Stage and Anchor-Free Object Detection	Shuaizheng Hao, Hongzhe Liu, Ningwei Wang	2021	arxiv 2112.08902
A Survey of Modern Deep Learning based Object Detection Models	Syed Sahil Abbas Zaidi, Mohammad Samar Ansari, Asra Aslam	2021	arxiv 2104.11892
Incremental Object Detection via Meta-Learning	K J Joseph, Jathushan Rajasegaran, Salman Khan	2020	arxiv 2003.08798
Untargeted Backdoor Attack against Object Detection	Chengxiao Luo, Yiming Li, Yong Jiang	2022	arxiv 2211.05638
CenterNet: Keypoint Triplets for Object Detection	Kaiwen Duan, Song Bai, Lingxi Xie	2019	arxiv 1904.08189
Soft Sampling for Robust Object Detection	Zhe Wu, Navaneeth Bodla, Bharat Singh	2018	arxiv 1806.06986
Progressive Domain Adaptation for Object Detection	Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai	2019	arxiv 1910.11319
Tracking Moose using Aerial Object Detection	Christopher Indris, Raiyan Rahman, Goetz Bramesfeld	2025	arxiv 2507.21256
Feature Pyramid Networks for Object Detection	Tsung-Yi Lin, Piotr Dollár, Ross Girshick	2016	arxiv 1612.03144
Feature Selective Networks for Object Detection	Yao Zhai, Jingjing Fu, Yan Lu	2017	arxiv 1711.08879
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection	Jianing Li, Ming Lu, Jiaming Liu	2022	arxiv 2212.00623
Multispectral State-Space Feature Fusion: Bridging Shared and Cross-Parametric Interactions for Object Detection	Jifeng Shen, Haibo Zhan, Shaohua Dong	2025	arxiv 2507.14643
MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection	Youjia Fu, Zihao Xu, Junsong Fu	2024	arxiv 2408.00438
Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality Ensemble	Juhan Cha, Minseok Joo, Jihwan Park	2024	arxiv 2407.19156

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