Large Models Efficient Compression Technology for Autonomous Driving: A Review

被引:0
|
作者
Chu, Wenbo [1 ,2 ,3 ]
Gan, Lu [1 ,2 ]
Li, Guofa [1 ]
Tang, Xiaolin [1 ]
Li, Keqiang [4 ]
机构
[1] College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing,400044, China
[2] Western China Science City Innovation Center of Intelligent and Connected Vehicles (Chongqing) Co., Ltd., Chongqing,401329, China
[3] Engineering Research Center of Mechanical Testing Technology and Equipment Ministry of Education, Chongqing University of Technology, Chongqing,400054, China
[4] School of Vehicle and Mobility, Tsinghua University, Beijing,100084, China
关键词
D O I
10.3901/JME.2024.22.224
中图分类号
学科分类号
摘要
引用
收藏
页码:224 / 240
相关论文
共 50 条
  • [21] VisualBackProp: efficient visualization of CNNs for autonomous driving
    Bojarski, Mariusz
    Choromanska, Anna
    Choromanski, Krzysztof
    Firner, Bernhard
    Jackel, Larry
    Muller, Urs
    Yeres, Phil
    Zieba, Karol
    2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2018, : 4701 - 4708
  • [22] Efficient classification method for autonomous driving application
    Jeong, P
    Nedevschi, S
    IMAGE ANALYSIS AND RECOGNITION, PT 1, PROCEEDINGS, 2004, 3211 : 228 - 235
  • [23] Efficient Diverse Redundant DNNs for Autonomous Driving
    Caro, Marti
    Fornt, Jordi
    Abella, Jaume
    2023 IEEE 47TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC, 2023, : 18 - 27
  • [24] Label Efficient Visual Abstractions for Autonomous Driving
    Behl, Aseem
    Chitta, Kashyap
    Prakash, Aditya
    Ohn-Bar, Eshed
    Geiger, Andreas
    2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, : 2338 - 2345
  • [25] Lanelets: Efficient Map Representation for Autonomous Driving
    Bender, Philipp
    Ziegler, Julius
    Stiller, Christoph
    2014 IEEE INTELLIGENT VEHICLES SYMPOSIUM PROCEEDINGS, 2014, : 420 - 425
  • [26] Review of exteroceptive sensors for autonomous driving
    Yahyaei, Mahdi
    Seifert, Georg
    Hempen, Thomas
    Huber, Werner
    2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 4005 - 4010
  • [27] Neural Volumetric World Models for Autonomous Driving
    Huang, Zanming
    Zhang, Jimuyang
    Ohn-Bar, Eshed
    COMPUTER VISION - ECCV 2024, PT XVII, 2025, 15075 : 195 - 213
  • [28] Attacks and Defenses for Autonomous Driving Intelligence Models
    Ma C.
    Shen C.
    Lin C.-H.
    Li Q.
    Wang Q.
    Li Q.
    Guan X.-H.
    Jisuanji Xuebao/Chinese Journal of Computers, 2024, 47 (06): : 1431 - 1452
  • [29] A comprehensive study of fisheye image compression and perception for autonomous driving
    Basem Barakat
    Ibrahim Sobh
    Chup-Chung Wong
    Muahmmad Islam
    Neural Computing and Applications, 2025, 37 (7) : 5765 - 5780
  • [30] Lidar Point Cloud Compression, Processing and Learning for Autonomous Driving
    Abbasi, Rashid
    Bashir, Ali Kashif
    Alyamani, Hasan J.
    Amin, Farhan
    Doh, Jaehyeok
    Chen, Jianwen
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (01) : 962 - 979