[HTML][HTML] Two decades of vehicle make and model recognition–survey, challenges and future directions

S Gayen, S Maity, PK Singh, ZW Geem… - Journal of King Saud …, 2024 - Elsevier
Vehicle make and model recognition (VMMR) is a crucial task for develo** automatic
vehicle recognition (AVR) systems, and has gained significant attention in the fields of …

Distributed Multi-Head Learning Systems for Power Consumption Prediction

JH Syu, JCW Lin, PS Yu - ar** automatic
vehicle recognition systems. In recent decades, this field has attracted significant attention …

Context-based modeling for accurate logo detection in complex environments

Z Jia, S Hou, P Li - Journal of Visual Communication and Image …, 2024 - Elsevier
Logo detection involves the tasks of locating and classifying logo objects in images and
videos, and has been widely applied in the real world. However, most existing approaches …

Veri-Car: Towards Open-world Vehicle Information Retrieval

A Muñoz, N Thomas, A Vapsi, D Borrajo - arxiv preprint arxiv:2411.06864, 2024 - arxiv.org
Many industrial and service sectors require tools to extract vehicle characteristics from
images. This is a complex task not only by the variety of noise, and large number of classes …

Borehole Depth Recognition Based on Improved YOLOX Detection

D Ren, L Meng, R Wang - The Computer Journal, 2024 - academic.oup.com
This study proposes a method for recognizing the drill depth in low-light underground
environments, with the aim of addressing the issues of low efficiency and susceptibility to …

Posture-guided part learning for fine-grained image categorization

W Song, D Chen - Journal of Electronic Imaging, 2024 - spiedigitallibrary.org
The challenge in fine-grained image classification tasks lies in distinguishing subtle
differences among fine-grained images. Existing image classification methods often only …

[PDF][PDF] Unsupervised Vehicle Fingerprint Segmentation

PMC Ferreira - 2023 - estudogeral.uc.pt
The management of automobile traffic is becoming increasingly present in our daily lives,
encompassing areas such as surveillance and monitoring at toll booths, as well as average …

[PDF][PDF] STEPS TOWARDS IMPROVEMENTS OF COMPUTER VISION METHODS FOR TRAFFIC ANALYSIS

J ŠPAŇHEL - theses.cz
The rapid urbanization and increasing number of vehicles on the roads have stretched
traditional traffic management systems to their limits. Intelligent Transportation Systems (ITS) …