Research

Papers for “object detection”

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

Title	Authors	Year	Source
Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation	Jorgen Cani, Christos Diou, Spyridon Evangelatos	2025	arxiv 2507.17508
S$^3$-MonoDETR: Supervised Shape&Scale-perceptive Deformable Transformer for Monocular 3D Object Detection	Xuan He, Jin Yuan, Kailun Yang	2023	arxiv 2309.00928
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning	Florentina Tatrin Kurniati, Daniel HF Manongga, Eko Sediyono	2024	arxiv 2404.04578
SCAResNet: A ResNet Variant Optimized for Tiny Object Detection in Transmission and Distribution Towers	Weile Li, Muqing Shi, Zhonghua Hong	2024	arxiv 2404.04179
Assisted Refinement Network Based on Channel Information Interaction for Camouflaged and Salient Object Detection	Kuan Wang, Yanjun Qin, Mengge Lu	2025	arxiv 2512.11369
DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation	Yueling Shen, Guangming Wang, Hesheng Wang	2022	arxiv 2203.02157
Simulation-Based Performance Evaluation of 3D Object Detection Methods with Deep Learning for a LiDAR Point Cloud Dataset in a SOTIF-related Use Case	Milin Patel, Rolf Jung	2025	arxiv 2503.03548
Rethinking Transformer-based Set Prediction for Object Detection	Zhiqing Sun, Shengcao Cao, Yiming Yang	2020	arxiv 2011.10881
Deep Gradient Learning for Efficient Camouflaged Object Detection	Ge-Peng Ji, Deng-Ping Fan, Yu-Cheng Chou	2022	arxiv 2205.12853
ALFA: Agglomerative Late Fusion Algorithm for Object Detection	Evgenii Razinkov, Iuliia Saveleva, Jiři Matas	2019	arxiv 1907.06067
Learning Spatial Fusion for Single-Shot Object Detection	Songtao Liu, Di Huang, Yunhong Wang	2019	arxiv 1911.09516
Cascade Attentive Dropout for Weakly Supervised Object Detection	Wenlong Gao, Ying Chen, Yong Peng	2020	arxiv 2011.10258
UOD: Unseen Object Detection in 3D Point Cloud	Hyunjun Choi, Daeho Um, Hawook Jeong	2024	arxiv 2401.03846
Leveraging Transformer Decoder for Automotive Radar Object Detection	Changxu Zhang, Zhaoze Wang, Tai Fei	2026	arxiv 2601.13386
Localization Uncertainty-Based Attention for Object Detection	Sanghun Park, Kunhee Kim, Eunseop Lee	2021	arxiv 2108.11042
Dissimilarity Coefficient based Weakly Supervised Object Detection	Aditya Arun, C.V. Jawahar, M. Pawan Kumar	2018	arxiv 1811.10016
Rethinking Temporal Object Detection from Robotic Perspectives	Xingyu Chen, Zhengxing Wu, Junzhi Yu	2019	arxiv 1912.10406
Salient Object Detection with Convex Hull Overlap	Yongqing Liang	2016	arxiv 1612.03284
Voxel Field Fusion for 3D Object Detection	Yanwei Li, Xiaojuan Qi, Yukang Chen	2022	arxiv 2205.15938
GreenCOD: A Green Camouflaged Object Detection Method	Hong-Shuo Chen, Yao Zhu, Suya You	2024	arxiv 2405.16144

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