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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr Dollár
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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8
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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8
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YOLO9000: Better, Faster, Stronger
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2017
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Joseph Redmon
Ali Farhadi
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8
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SSD: Single Shot MultiBox Detector
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2016
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Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
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7
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You Only Look Once: Unified, Real-Time Object Detection
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2016
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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7
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Focal Loss for Dense Object Detection
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2018
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Tsung-Yi Lin
Priya Goyal
Ross Girshick
Kaiming He
Piotr Dollár
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7
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YOLOv3: An Incremental Improvement.
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2018
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Joseph Redmon
Ali Farhadi
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6
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R-FCN: Object Detection via Region-based Fully Convolutional Networks
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2016
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Jifeng Dai
Li Yi
Kaiming He
Jian Sun
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6
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UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking
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2020
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Longyin Wen
Dawei Du
Zhaowei Cai
Zhen Lei
Ming-Ching Chang
Honggang Qi
Jongwoo Lim
Ming–Hsuan Yang
Siwei Lyu
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6
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Evolving boxes for fast vehicle detection
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2017
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Li Wang
Yao Lu
Hong Wang
Yingbin Zheng
Hao Ye
Xiangyang Xue
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5
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The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking
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2018
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Dawei Du
Yuankai Qi
Hongyang Yu
Yifan Yang
Kaiwen Duan
Guorong Li
Weigang Zhang
Qingming Huang
Qi Tian
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5
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3D-DETNet: a single stage video-based vehicle detector
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2018
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Suichan Li
Feng Chen
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5
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Objects as Points
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2019
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Xingyi Zhou
Dequan Wang
Philipp Krähenbühl
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5
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Road User Detection in Videos
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2019
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Hughes Perreault
Guillaume-Alexandre Bilodeau
Nicolas Saunier
Pierre Gravel
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5
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Mobile Video Object Detection with Temporally-Aware Feature Maps
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2018
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Menglong Zhu
Mason Liu
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4
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Stacked Hourglass Networks for Human Pose Estimation
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2016
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Alejandro Newell
Kaiyu Yang
Jia Deng
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4
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CenterNet: Keypoint Triplets for Object Detection
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2019
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Kaiwen Duan
Song Bai
Lingxi Xie
Honggang Qi
Qingming Huang
Qi Tian
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4
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RON: Reverse Connection with Objectness Prior Networks for Object Detection
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2017
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Tao Kong
Fuchun Sun
Anbang Yao
Huaping Liu
Ming Lu
Yurong Chen
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4
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Focal Loss for Dense Object Detection
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2017
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Tsung-Yi Lin
Priya Goyal
Ross Girshick
Kaiming He
Piotr Dollár
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3
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Video Object Detection with an Aligned Spatial-Temporal Memory
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2018
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Fanyi Xiao
Yong Jae Lee
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3
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CornerNet: Detecting Objects as Paired Keypoints
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2018
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Hei Law
Jia Deng
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3
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SpotNet: Self-Attention Multi-Task Network for Object Detection
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2020
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Hughes Perreault
Guillaume-Alexandre Bilodeau
Nicolas Saunier
Maguelonne HĂ©ritier
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3
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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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2017
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Eddy Ilg
N. Michael Mayer
Tonmoy Saikia
Margret Keuper
Alexey Dosovitskiy
Thomas Brox
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3
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YOLOv3: An Incremental Improvement
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2018
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Joseph Redmon
Ali Farhadi
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3
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2015
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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3
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FlowNet: Learning Optical Flow with Convolutional Networks
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2015
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Alexey Dosovitskiy
Philipp Fischer
Eddy Ilg
Philip Häusser
Caner Hazırbaş
Vladimir Golkov
Patrick van der Smagt
Daniel Cremers
Thomas Brox
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3
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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3
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Going deeper with convolutions
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2015
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Christian Szegedy
Wei Liu
Yangqing Jia
Pierre Sermanet
Scott Reed
Dragomir Anguelov
Dumitru Erhan
Vincent Vanhoucke
Andrew Rabinovich
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3
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Object Detection in Video with Spatiotemporal Sampling Networks
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2018
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Gedas Bertasius
Lorenzo Torresani
Jianbo Shi
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3
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CenterNet: Keypoint Triplets for Object Detection
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2019
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Kaiwen Duan
Song Bai
Lingxi Xie
Honggang Qi
Qingming Huang
Qi Tian
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2
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SOLO: Segmenting Objects by Locations
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2020
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Xinlong Wang
Tao Kong
Chunhua Shen
Yuning Jiang
Lei Li
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2
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Spatial Sampling Network for Fast Scene Understanding
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2019
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Davide Mazzini
Raimondo Schettini
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2
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Global Correlation Network: End-to-End Joint Multi-Object Detection and Tracking
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2021
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Xuewu Lin
Yu-ang Guo
Jianqiang Wang
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2
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CornerNet: Detecting Objects as Paired Keypoints
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2018
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Hei Law
Jia Deng
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2
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InstanceCut: From Edges to Instances with MultiCut
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2017
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Alexander Kirillov
Evgeny Levinkov
Bjoern Andres
Bogdan Savchynskyy
Carsten Rother
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2
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The Cityscapes Dataset for Semantic Urban Scene Understanding
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2016
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Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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2
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ExFuse: Enhancing Feature Fusion for Semantic Segmentation
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2018
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Zhenli Zhang
Xiangyu Zhang
Chao Peng
Xiangyang Xue
Jian Sun
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2
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Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++
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2018
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David Acuna
Huan Ling
Amlan Kar
Sanja Fidler
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2
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Fast R-CNN
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2015
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Ross Girshick
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2
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Path Aggregation Network for Instance Segmentation
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2018
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Shu Liu
Lu Qi
Haifang Qin
Jianping Shi
Jiaya Jia
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2
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End-to-End Instance Segmentation with Recurrent Attention
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2017
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Mengye Ren
Richard S. Zemel
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2
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Cascade R-CNN: Delving Into High Quality Object Detection
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2018
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Zhaowei Cai
Nuno Vasconcelos
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2
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YOLACT: Real-Time Instance Segmentation
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2019
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Daniel Bolya
Chong Zhou
Fanyi Xiao
Yong Jae Lee
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2
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Explicit Shape Encoding for Real-Time Instance Segmentation
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2019
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Wenqiang Xu
Haiyang Wang
Fubo Qi
Cewu Lu
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2
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Learning to Cluster for Proposal-Free Instance Segmentation
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2018
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Yen-Chang Hsu
Zheng Xu
Zsolt Kira
Jiawei Huang
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2
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FSSD: Feature Fusion Single Shot Multibox Detector
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2017
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Zuoxin Li
Fuqiang Zhou
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2
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Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes
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2018
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Hassan Abu Alhaija
Siva Karthik Mustikovela
Lars Mescheder
Andreas Geiger
Carsten Rother
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2
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RON: Reverse Connection with Objectness Prior Networks for Object Detection
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2017
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Tao Kong
Fuchun Sun
Anbang Yao
Huaping Liu
Ming Lu
Yurong Chen
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2
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Deformable ConvNets V2: More Deformable, Better Results
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2019
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Xizhou Zhu
Han Hu
Stephen Lin
Jifeng Dai
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2
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Flow-Guided Feature Aggregation for Video Object Detection
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2017
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Xizhou Zhu
Yujie Wang
Jifeng Dai
Lu Yuan
Yichen Wei
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2
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