自动驾驶

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring

Nikolaos Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick

专题命中 感知 ：LiDAR(abstract)；分类 cs.CV

Comments Accepted at the 39th Annual AAAI Conference on Artificial Intelligence, AI for Social Impact track

A Brain-Inspired Perception-Decision Driving Model Based on Neural Pathway Anatomical Alignment

Haidong Wang, Pengfei Xiao, Ao Liu, Qia Shan, Jianhua Zhang

专题命中 感知 ：autonomous driving(abstract)；分类 cs.RO

OrchardDepth: Precise Metric Depth Estimation of Orchard Scene from Monocular Camera Images

Zhichao Zheng, Henry Williams, Bruce A MacDonald

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments 10 pages, 5 figures, Australasian Conference on Robotics and Automation, ACRA, 2024

UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes

Ted Lentsch, Holger Caesar, Dariu M. Gavrila

专题命中 感知 ：LiDAR(abstract)；分类 cs.CV

Comments NeurIPS 2024

RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection

Jingtong Yue, Zhiwei Lin, Xin Lin, Xiaoyu Zhou, Xiangtai Li, Lu Qi, Yongtao Wang, Ming-Hsuan Yang

专题命中 感知 ：BEV(abstract)；分类 cs.CV

Comments Accepted by ICLR2025

Enhancing Power Grid Inspections with Machine Learning

Diogo Lavado, Ricardo Santos, Andre Coelho, Joao Santos, Alessandra Micheletti, Claudia Soares

专题命中 感知 ：LiDAR(abstract)；分类 cs.CV

Bandwidth-Adaptive Spatiotemporal Correspondence Identification for Collaborative Perception

Peng Gao, Williard Joshua Jose, Hao Zhang

专题命中 感知 ：autonomous driving(abstract)；分类 cs.RO

CLoCKDistill: Consistent Location-and-Context-aware Knowledge Distillation for DETRs

Qizhen Lan, Qing Tian

专题命中 感知 ：self-driving(abstract)；分类 cs.CV

Comments 8 pages

Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception

Yandi Liu, Guowei Liu, Le Liang, Hao Ye, Chongtao Guo, Shi Jin

专题命中 感知 ：autonomous driving(abstract)；分类 cs.RO

Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering

Yanpeng Zhao, Yiwei Hao, Siyu Gao, Yunbo Wang, Xiaokang Yang

专题命中 感知 ：occupancy(abstract)；分类 cs.CV

Comments Accepted by TPAMI2025

Data efficient Robotic Object Throwing with Model-Based Reinforcement Learning

Niccolò Turcato, Giulio Giacomuzzo, Matteo Terreran, Davide Allegro, Ruggero Carli, Alberto Dalla Libera

专题命中 感知 ：trajectory planning(abstract)；分类 cs.RO

Comments Preprint under review

Convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture

Mitul Goswami, Sainath Dey, Aniruddha Mukherjee, Suneeta Mohanty, Prasant Kumar Pattnaik

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments 6th International Conference on Computational Intelligence and Pattern Recognition

Addressing Out-of-Label Hazard Detection in Dashcam Videos: Insights from the COOOL Challenge

Anh-Kiet Duong, Petra Gomez-Krämer

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments WACV 2025, 5 pages

Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions

Ashutosh Kumar

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments I have submitted another paper of mine: arXiv:2502.02027 which is a different version of this paper

EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention

Yulong Shi, Mingwei Sun, Yongshuai Wang, Jiahao Ma, Zengqiang Chen

专题命中 感知 ：BEV(abstract)；分类 cs.CV

Comments This work has been submitted to the IEEE for possible publication

Journal ref IEEE Transactions on Cybernetics, 2025

DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation

Luciano Baresi, Davide Yi Xian Hu, Muhammad Irfan Mas'udi, Giovanni Quattrocchi

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Advanced Object Detection and Pose Estimation with Hybrid Task Cascade and High-Resolution Networks

Yuhui Jin, Yaqiong Zhang, Zheyuan Xu, Wenqing Zhang, Jingyu Xu

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Optimized Unet with Attention Mechanism for Multi-Scale Semantic Segmentation

Xuan Li, Quanchao Lu, Yankaiqi Li, Muqing Li, Yijiashun Qi

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Driver Assistance System Based on Multimodal Data Hazard Detection

Long Zhouxiang, Ovanes Petrosian

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Learning Ordinality in Semantic Segmentation

Ricardo P. M. Cruz, Rafael Cristino, Jaime S. Cardoso

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments 13 pages

Journal ref IEEE Access (2025)

Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks

Huiqun Huang, Cong Chen, Jean-Philippe Monteuuis, Jonathan Petit, Fei Miao

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding

Jingming Xia, Guanqun Cao, Guang Ma, Yiben Luo, Qinzhao Li, John Oyekan

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Monocular Per-Object Distance Estimation with Masked Object Modeling

Aniello Panariello, Gianluca Mancusi, Fedy Haj Ali, Angelo Porrello, Simone Calderara, Rita Cucchiara

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments Accepted for publication in Computer Vision and Image Understanding (CVIU) 2025

SAM-guided Pseudo Label Enhancement for Multi-modal 3D Semantic Segmentation

Mingyu Yang, Jitong Lu, Hun-Seok Kim

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments ICRA 2025

Enhancing Highway Safety: Accident Detection on the A9 Test Stretch Using Roadside Sensors

Walter Zimmer, Ross Greer, Xingcheng Zhou, Rui Song, Marc Pavel, Daniel Lehmberg, Ahmed Ghita, Akshay Gopalkrishnan, Mohan Trivedi, Alois Knoll

专题命中 感知 ：LiDAR(abstract)；分类 cs.CV

Probabilistic Degeneracy Detection for Point-to-Plane Error Minimization

Johan Hatleskog, Kostas Alexis

专题命中 感知 ：LiDAR(abstract)；分类 cs.RO

Comments 8 pages, 5 figures, accepted by IEEE Robotics and Automation Letters (IEEE RAL). Supplementary video: https://www.youtube.com/watch?v=bKnHs_wwnXs. Code: https://github.com/ntnu-arl/drpm

TransRAD: Retentive Vision Transformer for Enhanced Radar Object Detection

Lei Cheng, Siyang Cao

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Radar Systems

Anomaly Detection in Cooperative Vehicle Perception Systems under Imperfect Communication

Ashish Bastola, Hao Wang, Abolfazl Razi

专题命中 感知 ：autonomous driving(abstract)；分类 cs.AI

Comments 10 pages

A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts

Hossein Mirzaei, Mojtaba Nafez, Moein Madadi, Arad Maleki, Mahdi Hajialilue, Zeinab Sadat Taghavi, Sepehr Rezaee, Ali Ansari, Bahar Dibaei Nia, Kian Shamsaie, Mohammadreza Salehi, Mackenzie W. Mathis, Mahdieh Soleymani Baghshah, Mohammad Sabokrou, Mohammad Hossein Rohban

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments The code repository is available at: https://github.com/rohban-lab/CTS

Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection

Hossein Mirzaei, Mojtaba Nafez, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban

专题命中 感知 ：autonomous driving(abstract)；分类 cs.CV

Comments Accepted at the 13th International Conference on Learning Representations (ICLR) 2025