The pursuit of autonomous driving relies on developing perception systems capable of
making accurate, robust, and rapid decisions to interpret the driving environment effectively …

Accurate 3D object detection is vital for autonomous driving since it facilitates accurate
perception of the environment through multiple sensors. Although cameras can capture …

This work addresses the challenge of designing a lightweight convolutional neural network
(CNN) with high accuracy. To overcome information loss due to pooling operation, the …