On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data

Asynchronous dual-pipeline deep learning framework for online data stream classification

(2020) Pedro Lara-Benítez et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Real-time gun detection in CCTV: An open problem

(2020) Jose L. Salazar González et al.   NEURAL NETWORKS

Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges

(2020) Di Feng et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

(2019) Zifeng Wu et al.   PATTERN RECOGNITION

A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks

(2019) Manuel Carranza-García et al.   Remote Sensing

Anchor Generation Optimization and Region of Interest Assignment for Vehicle Detection

(2019) Ye Wang et al.   SENSORS

Can autonomous vehicle reduce greenhouse gas emissions? A country-level evaluation

(2019) Feiqi Liu et al.   ENERGY POLICY

CornerNet: Detecting Objects as Paired Keypoints

(2019) Hei Law et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Res2Net: A New Multi-Scale Backbone Architecture

(2019) Shang-Hua Gao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Towards Reaching Human Performance in Pedestrian Detection

(2018) Shanshan Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Autonomous vehicle perception: The technology of today and tomorrow

(2018) Jessica Van Brummelen et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Evaluation of deep neural networks for traffic sign detection systems

(2018) Álvaro Arcos-García et al.   NEUROCOMPUTING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE