Transfuser: Imitation with transformer-based sensor fusion for autonomous driving

K Chitta, A Prakash, B Jaeger, Z Yu… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
How should we integrate representations from complementary sensors for autonomous
driving? Geometry-based fusion has shown promise for perception (eg, object detection …

Multi-modality 3D object detection in autonomous driving: A review

Y Tang, H He, Y Wang, Z Mao, H Wang - Neurocomputing, 2023 - Elsevier
Autonomous driving perception has made significant strides in recent years, but accurately
sensing the environment using a single sensor remains a daunting task. This review offers a …

An attention mechanism based avod network for 3d vehicle detection

D Yuan, H Zhang, X Shu, Q Liu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the continuous advancement of autonomous driving technology, 3D vehicle detection
has become of widespread interest. The traditional aggregate view object detection (AVOD) …

Fast template match algorithm for spatial object detection using a stereo vision system for autonomous navigation

O Real-Moreno, JC Rodríguez-Quiñonez… - Measurement, 2023 - Elsevier
The spatial object detection for autonomous navigation is an active research topic with many
works published about it, many of them use object detection and stereo vision systems to …

Evaluation of 3D vulnerable objects' detection using a multi-sensors system for autonomous vehicles

E Khatab, A Onsy, A Abouelfarag - Sensors, 2022 - mdpi.com
One of the primary tasks undertaken by autonomous vehicles (AVs) is object detection,
which comes ahead of object tracking, trajectory estimation, and collision avoidance …

[HTML][HTML] Semantic segmentation-based whistle extraction of Indo-Pacific Bottlenose Dolphin residing at the coast of Jeju island

C Jin, M Kim, S Jang, DG Paeng - Ecological Indicators, 2022 - Elsevier
Passive acoustic monitoring (PAM) is commonly utilized to monitor cetacean species'
distribution, abundance, and behavior. The demand for automated methods to detect and …

Automated region of interest-based data augmentation for fallen person detection in off-road autonomous agricultural vehicles

H Baek, S Yu, S Son, J Seo, Y Chung - Sensors, 2024 - mdpi.com
Due to the global population increase and the recovery of agricultural demand after the
COVID-19 pandemic, the importance of agricultural automation and autonomous agricultural …

Abc: Aligning binary centers for single-stage monocular 3d object detection

Y Feng, J Chen, S He, E Xu - Image and Vision Computing, 2023 - Elsevier
Precisely perceiving the environment through a 3D perspective is essential and challenging
for autonomous navigation and driving. Existing techniques rely on depth from LiDAR data …

Artificial proprioceptive reflex warning using EMG in advanced driving assistance system

MI Hussain, MA Rafique, J Kim, M Jeon… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
A frequent cause of auto accidents is disregarding the proximal traffic of an ego-vehicle
during lane changing. Presumably, in a split-second-decision situation we may prevent an …

DFA-SAT: Dynamic Feature Abstraction with Self-Attention-Based 3D Object Detection for Autonomous Driving

H Mushtaq, X Deng, M Ali, B Hayat, HH Raza Sherazi - Sustainability, 2023 - mdpi.com
Autonomous vehicles (AVs) play a crucial role in enhancing urban mobility within the context
of a smarter and more connected urban environment. Three-dimensional object detection in …