Feature Pyramid Network

Introduced by Lin et al. in Feature Pyramid Networks for Object Detection

A Feature Pyramid Network, or FPN, is a feature extractor that takes a single-scale image of an arbitrary size as input, and outputs proportionally sized feature maps at multiple levels, in a fully convolutional fashion. This process is independent of the backbone convolutional architectures. It therefore acts as a generic solution for building feature pyramids inside deep convolutional networks to be used in tasks like object detection.

The construction of the pyramid involves a bottom-up pathway and a top-down pathway.

The bottom-up pathway is the feedforward computation of the backbone ConvNet, which computes a feature hierarchy consisting of feature maps at several scales with a scaling step of 2. For the feature pyramid, one pyramid level is defined for each stage. The output of the last layer of each stage is used as a reference set of feature maps. For ResNets we use the feature activations output by each stage’s last residual block.

The top-down pathway hallucinates higher resolution features by upsampling spatially coarser, but semantically stronger, feature maps from higher pyramid levels. These features are then enhanced with features from the bottom-up pathway via lateral connections. Each lateral connection merges feature maps of the same spatial size from the bottom-up pathway and the top-down pathway. The bottom-up feature map is of lower-level semantics, but its activations are more accurately localized as it was subsampled fewer times.

Source: Feature Pyramid Networks for Object Detection

Latest Papers

PAPER DATE
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track
Zehao HuangZehui ChenQiaofei LiHongkai ZhangNaiyan Wang
2020-08-04
Hierarchical Context Embedding for Region-based Object Detection
Zhao-Min ChenXin JinBorui ZhaoXiu-Shen WeiYanwen Guo
2020-08-04
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites
Giovanni PasqualinoAntonino FurnariGiovanni SignorelloGiovanni Maria Farinella
2020-08-04
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
Qian WangNeelanjan BhowmikToby P. Breckon
2020-08-03
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
BorderDet: Border Feature for Dense Object Detection
| Han QiuYuchen MaZeming LiSongtao LiuJian Sun
2020-07-21
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection
| Jiaxi WuSongtao LiuDi HuangYunhong Wang
2020-07-18
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling
Wenshuo MaTingzhong TianHang XuYimin HuangZhenguo Li
2020-07-18
Probabilistic Anchor Assignment with IoU Prediction for Object Detection
| Kang KimHee Seok Lee
2020-07-16
AQD: Towards Accurate Quantized Object Detection
Jing LiuBohan ZhuangPeng ChenMingkui TanChunhua Shen
2020-07-14
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones
Vivek ParmarNarayani BhatiaShubham NegiManan Suri
2020-07-06
A Systematic Evaluation of Object Detection Networks for Scientific Plots
Pritha GangulyNitesh MethaniMitesh M. KhapraPratyush Kumar
2020-07-05
Distilling Object Detectors with Task Adaptive Regularization
Ruoyu SunFuhui TangXiaopeng ZhangHongkai XiongQi Tian
2020-06-23
Development and evaluation of a test setup to investigate distance differences in immersive virtual environments
| Stephan FremereyMuhammad Sami SulemanAbdul Haq Azeem Paracha and Alexander Raake
2020-06-23
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching
RishavRené SchusterRamy BattrawyOliver WasenmüllerDidier Stricker
2020-06-22
Efficient Integer-Arithmetic-Only Convolutional Neural Networks
Hengrui ZhaoDong LiuHouqiang Li
2020-06-21
FCOS: A simple and strong anchor-free object detector
Zhi TianChunhua ShenHao ChenTong He
2020-06-14
Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report]
| Artem Kozlov
2020-06-14
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen WuChenfeng XuXiaoliang DaiAlvin WanPeizhao ZhangMasayoshi TomizukaKurt KeutzerPeter Vajda
2020-06-05
Online Knowledge Distillation via Collaborative Learning
Qiushan Guo Xinjiang Wang Yichao Wu Zhipeng Yu Ding Liang Xiaolin Hu Ping Luo
2020-06-01
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector
Yang Liu Xu Tang
2020-06-01
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images
Damien GrosgeorgeMaxime ArbelotAlex GoupilleauTugdual CeillierRenaud Allioux
2020-05-27
Introduction of a new Dataset and Method for Detecting and Counting the Pistachios based on Deep Learning
| Mohammad RahimzadehAbolfazl Attar
2020-05-08
RetinaMask: A Face Mask detector
Mingjie JiangXinqi FanHong Yan
2020-05-08
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. BussonSérgio ColcherRuy Luiz MilidiúBruno Pereira DiasAndré Bulcão
2020-05-07
Scale-Equalizing Pyramid Convolution for Object Detection
| Xinjiang WangShilong ZhangZhuoran YuLitong FengWayne Zhang
2020-05-06
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context
Xinyi ZhengDoug BurdickLucian PopaNancy Xin Ru Wang
2020-05-01
Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network
Guangyu RenTianhong DaiPanagiotis BarmpoutisTania Stathaki
2020-04-30
A novel Region of Interest Extraction Layer for Instance Segmentation
| Leonardo RossiAkbar KarimiAndrea Prati
2020-04-28
Pyramid Attention Networks for Image Restoration
| Yiqun MeiYuchen FanYulun ZhangJiahui YuYuqian ZhouDing LiuYun FuThomas S. HuangHumphrey Shi
2020-04-28
Learning Gaussian Maps for Dense Object Detection
Sonaal Kant
2020-04-24
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
ResNeSt: Split-Attention Networks
| Hang ZhangChongruo WuZhongyue ZhangYi ZhuZhi ZhangHaibin LinYue SunTong HeJonas MuellerR. ManmathaMu LiAlexander Smola
2020-04-19
Occluded Prohibited Items Detection: An X-ray Security Inspection Benchmark and De-occlusion Attention Module
| Yanlu WeiRenshuai TaoZhangjie WuYuqing MaLibo ZhangXianglong Liu
2020-04-18
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training
| Hongkai ZhangHong ChangBingpeng MaNaiyan WangXilin Chen
2020-04-13
3D IoU-Net: IoU Guided 3D Object Detector for Point Clouds
Jiale LiShujie LuoZiqi ZhuHang DaiAndrey S. KrylovYong DingLing Shao
2020-04-10
CenterMask: single shot instance segmentation with point representation
Yuqing WangZhaoliang XuHao ShenBaoshan ChengLirong Yang
2020-04-09
Evolving Normalization-Activation Layers
| Hanxiao LiuAndrew BrockKaren SimonyanQuoc V. Le
2020-04-06
Tracking by Instance Detection: A Meta-Learning Approach
Guangting WangChong LuoXiaoyan SunZhiwei XiongWenjun Zeng
2020-04-02
ActGAN: Flexible and Efficient One-shot Face Reenactment
Ivan KosarevychMarian PetrukMarkian KostivOrest KupynMykola MaksymenkoVolodymyr Budzan
2020-03-30
RetinaTrack: Online Single Stage Joint Detection and Tracking
Zhichao LuVivek RathodRonny VotelJonathan Huang
2020-03-30
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery
Qian WangNeelanjan BhowmikToby P. Breckon
2020-03-27
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
| Jianyuan GuoKai HanYunhe WangChao ZhangZhaohui YangHan WuXinghao ChenChang Xu
2020-03-26
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection
| Suyog JadhavUdbhav BambaArnav ChavanRishabh TiwariAryan Raj
2020-03-23
PointINS: Point-based Instance Segmentation
Lu QiXiangyu ZhangYingcong ChenYukang ChenJian SunJiaya Jia
2020-03-13
PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy
Li XiaoYufan LuoChunlong LuoLianhe ZhaoQuanshui FuGuoqing YangAnpeng HuangYi Zhao
2020-03-10
CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection
Bin ZhuQing SongLu YangZhihui WangChun LiuMengjie Hu
2020-03-07
ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection
Chenhan JiangShaoju WangHang XuXiaodan LiangNong Xiao
2020-03-03
DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry
Nimish M. AwalgaonkarHaining ZhengChristopher S. Gurciullo
2020-03-02
Sperm Detection and Tracking in Phase-Contrast Microscopy Image Sequences using Deep Learning and Modified CSR-DCF
| Mohammad reza MohammadiMohammad RahimzadehAbolfazl Attar
2020-02-11
A learning without forgetting approach to incorporate artifact knowledge in polyp localization tasks
Roger D. Soberanis-MukulMaxime KayserAnna-Maria ZverevaPeter KlareNassir NavabShadi Albarqouni
2020-02-07
Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups
Sascha WirgesShuxiao DingChristoph Stiller
2020-02-03
FoveaBox: Beyound Anchor-based Object Detection
Tao KongFuchun SunHuaping LiuYuning JiangLei LiJianbo Shi
2020-01-01
Comparison of object detection methods for crop damage assessment using deep learning
Ali HamidiSepehrSeyed Vahid MirnezamiJason K. Ward
2019-12-31
Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection
| Srikrishna VaradarajanSonaal KantMuktabh Mayank Srivastava
2019-12-19
PointRend: Image Segmentation as Rendering
| Alexander KirillovYuxin WuKaiming HeRoss Girshick
2019-12-17
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images
| Ángela Casado-GarcíaCésar DomínguezJónathan HerasEloy MataVico Pascual
2019-12-12
AugFPN: Improving Multi-scale Feature Learning for Object Detection
| Chaoxu GuoBin FanQian ZhangShiming XiangChunhong Pan
2019-12-11
Learning from Noisy Anchors for One-stage Object Detection
Hengduo LiZuxuan WuChen ZhuCaiming XiongRichard SocherLarry S. Davis
2019-12-11
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
| Xianzhi DuTsung-Yi LinPengchong JinGolnaz GhiasiMingxing TanYin CuiQuoc V. LeXiaodan Song
2019-12-10
Side-Aware Boundary Localization for More Precise Object Detection
Jiaqi WangWenwei ZhangYuhang CaoKai ChenJiangmiao PangTao GongJianping ShiChen Change LoyDahua Lin
2019-12-09
Dually Supervised Feature Pyramid for Object Detection and Segmentation
Fan YangCheng LuYandong GuoLongin Jan LateckiHaibin Ling
2019-12-08
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
| Shifeng ZhangCheng ChiYongqiang YaoZhen LeiStan Z. Li
2019-12-05
Multiple Anchor Learning for Visual Object Detection
| Wei KeTianliang ZhangZeyi HuangQixiang YeJianzhuang LiuDong Huang
2019-12-04
GhostNet: More Features from Cheap Operations
| Kai HanYunhe WangQi TianJianyuan GuoChunjing XuChang Xu
2019-11-27
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
| Chien-Yao WangHong-Yuan Mark LiaoI-Hau YehYueh-Hua WuPing-Yang ChenJun-Wei Hsieh
2019-11-27
Deeply Shape-guided Instance Segmentation
Hao DingSiyuan QiaoAlan YuilleWei Shen
2019-11-25
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection
Lewei YaoHang XuWei ZhangXiaodan LiangZhenguo Li
2019-11-22
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
| Saurabh SinghShankar Krishnan
2019-11-21
Learning Spatial Fusion for Single-Shot Object Detection
| Songtao LiuDi HuangYunhong Wang
2019-11-21
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery
Yona Falinie A. GausNeelanjan BhowmikSamet AkcayToby P. Breckon
2019-11-20
2nd Place Solution in Google AI Open Images Object Detection Track 2019
Ruoyu GuoCheng CuiYuning DuXianglong MengXiaodi WangJingwei LiuJianfeng ZhuYuan FengShumin Han
2019-11-17
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
Momentum Contrast for Unsupervised Visual Representation Learning
| Kaiming HeHaoqi FanYuxin WuSaining XieRoss Girshick
2019-11-13
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment
Meixin ZhuJingyun HuZiyuan PuZhiyong CuiLiangwu YanYinhai Wang
2019-10-27
IMMVP: An Efficient Daytime and Nighttime On-Road Object Detector
Cheng-En WuYi-Ming ChanChien-Hung ChenWen-Cheng ChenChu-Song Chen
2019-10-15
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks
Li XiaoChunlong LuoTianqi YuYufan LuoManqing WangFuhai YuYinhao LiChan TianJie Qiao
2019-10-12
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
| Qilong WangBanggu WuPengfei ZhuPeihua LiWangmeng ZuoQinghua Hu
2019-10-08
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
| Hang GaoXizhou ZhuSteve LinJifeng Dai
2019-10-07
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification
Hang Xu Lewei Yao Wei Zhang Xiaodan Liang Zhenguo Li
2019-10-01
RandAugment: Practical automated data augmentation with a reduced search space
| Ekin D. CubukBarret ZophJonathon ShlensQuoc V. Le
2019-09-30
Feature Fusion Detector for Semantic Cognition of Remote Sensing
Wei ZhouYiying Li
2019-09-28
ASSD: Attentive Single Shot Multibox Detector
| Jingru YiPengxiang WuDimitris N. Metaxas
2019-09-27
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild
Shifeng ZhangYiliang XieJun WanHansheng XiaStan Z. LiGuodong Guo
2019-09-25
Synthetic dataset generation for object-to-model deep learning in industrial applications
| Matthew Z. WongKiyohito KuniiMax BaylisWai Hong OngPavel KroupaSwen Koller
2019-09-24
Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management
A. A. AnguloJ. A. Vega-FernándezL. M. Aguilar-LoboS. NatrajG Ochoa-Ruiz
2019-09-19
STELA: A Real-Time Scene Text Detector with Learned Anchor
| Linjie DengYanxiang GongXinchen LuYi LinZheng MaMei Xie
2019-09-17
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum
Yosuke ShinyaEdgar Simo-SerraTaiji Suzuki
2019-09-09
CBNet: A Novel Composite Backbone Network Architecture for Object Detection
| Yudong LiuYongtao WangSiwei WangTingTing LiangQijie ZhaoZhi TangHaibin Ling
2019-09-09
Aerial multi-object tracking by detection using deep association networks
Ajit JadhavPrerana MukherjeeVinay KaushikBrejesh Lall
2019-09-04
Fast and Efficient Model for Real-Time Tiger Detection In The Wild
Orest KupynDmitry Pranchuk
2019-09-03
Multi-Modal Fusion for End-to-End RGB-T Tracking
| Lichao ZhangMartin DanelljanAbel Gonzalez-GarciaJoost van de WeijerFahad Shahbaz Khan
2019-08-30
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting
| Hao-Shu FangJianhua SunRunzhong WangMinghao GouYong-Lu LiCewu Lu
2019-08-21
Instance Scale Normalization for image understanding
Zewen HeHe HuangYudong WuGuan HuangWensheng Zhang
2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition
| Jingdong WangKe SunTianheng ChengBorui JiangChaorui DengYang ZhaoDong LiuYadong MuMingkui TanXinggang WangWenyu LiuBin Xiao
2019-08-20
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment
| Kaixin WangJun Hao LiewYingtian ZouDaquan ZhouJiashi Feng
2019-08-18
Detecting 11K Classes: Large Scale Object Detection without Fine-Grained Bounding Boxes
Hao YangHao WuHao Chen
2019-08-14
LIP: Local Importance-based Pooling
| Ziteng GaoLimin WangGangshan Wu
2019-08-12
Attentive Normalization
| Xilai LiWei SunTianfu Wu
2019-08-04
ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection
Jin Hyeok YooDongsuk KumJun Won Choi
2019-08-01
DR Loss: Improving Object Detection by Distributional Ranking
| Qi QianLei ChenHao LiRong Jin
2019-07-23
Compact Global Descriptor for Neural Networks
| Xiangyu HeKe ChengQiang ChenQinghao HuPeisong WangJian Cheng
2019-07-23
Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence
Sihong ChenWeiping YuKai MaXinlong SunXiaona LinDesheng SunYefeng Zheng
2019-07-16
Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection
Hongkai ZhangHong ChangBingpeng MaShiguang ShanXilin Chen
2019-07-16
Learning Data Augmentation Strategies for Object Detection
| Barret ZophEkin D. CubukGolnaz GhiasiTsung-Yi LinJonathon ShlensQuoc V. Le
2019-06-26
Pattern Spotting in Historical Documents Using Convolutional Models
Ignacio ÚbedaJose M. SaavedraStéphane NicolasCaroline PetitjeanLaurent Heutte
2019-06-20
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things
Cheng-Yang FuTamara L. BergAlexander C. Berg
2019-06-15
Stand-Alone Self-Attention in Vision Models
| Prajit RamachandranNiki ParmarAshish VaswaniIrwan BelloAnselm LevskayaJonathon Shlens
2019-06-13
NAS-FCOS: Fast Neural Architecture Search for Object Detection
| Ning WangYang GaoHao ChenPeng WangZhi TianChunhua ShenYanning Zhang
2019-06-11
Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
| Martin ZlochaQi DouBen Glocker
2019-06-05
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching
| Hao WangQilong WangFan YangWeiqi ZhangWangmeng Zuo
2019-06-02
Group Sampling for Scale Invariant Face Detection
Xiang Ming Fangyun Wei Ting Zhang Dong Chen Fang Wen
2019-06-01
Fully Quantized Network for Object Detection
Rundong Li Yan Wang Feng Liang Hongwei Qin Junjie Yan Rui Fan
2019-06-01
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images
Syed Waqas ZamirAditya AroraAkshita GuptaSalman KhanGuolei SunFahad Shahbaz KhanFan ZhuLing ShaoGui-Song XiaXiang Bai
2019-05-30
Light-Weight RetinaNet for Object Detection
| Yixing LiFengbo Ren
2019-05-24
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
| Xiang LiXiaolin HuJian Yang
2019-05-23
Accurate Face Detection for High Performance
Faen ZhangXinyu FanGuo AiJianfei SongYongqiang QinJiahong Wu
2019-05-05
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
| Yue CaoJiarui XuStephen LinFangyun WeiHan Hu
2019-04-25
RepPoints: Point Set Representation for Object Detection
| Ze YangShaohui LiuHan HuLiwei WangStephen Lin
2019-04-25
Attention Augmented Convolutional Networks
| Irwan BelloBarret ZophAshish VaswaniJonathon ShlensQuoc V. Le
2019-04-22
Single Pixel Reconstruction for One-stage Instance Segmentation
Jun YuJinghan YaoJian ZhangZhou YuDacheng Tao
2019-04-16
Rethinking Classification and Localization for Object Detection
Yue WuYinpeng ChenLu YuanZicheng LiuLijuan WangHongzhi LiYun Fu
2019-04-13
Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery
Yona Falinie A. GausNeelanjan BhowmikSamet AkçayPaolo M. Guillen-GarciaJack W. BarkerToby P. Breckon
2019-04-10
Adaptive NMS: Refining Pedestrian Detection in a Crowd
Songtao LiuDi HuangYunhong Wang
2019-04-07
Libra R-CNN: Towards Balanced Learning for Object Detection
| Jiangmiao PangKai ChenJianping ShiHuajun FengWanli OuyangDahua Lin
2019-04-04
FCOS: Fully Convolutional One-Stage Object Detection
| Zhi TianChunhua ShenHao ChenTong He
2019-04-02
Feature Intertwiner for Object Detection
| Hongyang LiBo DaiShaoshuai ShiWanli OuyangXiaogang Wang
2019-03-28
DetNAS: Backbone Search for Object Detection
| Yukang ChenTong YangXiangyu ZhangGaofeng MengXinyu XiaoJian Sun
2019-03-26
Feature Selective Anchor-Free Module for Single-Shot Object Detection
| Chenchen ZhuYihui HeMarios Savvides
2019-03-02
Mask Scoring R-CNN
| Zhaojin HuangLichao HuangYongchao GongChang HuangXinggang Wang
2019-03-01
Towards Pedestrian Detection Using RetinaNet in ECCV 2018 Wider Pedestrian Detection Challenge
Md Ashraful Alam Milton
2019-02-04
Hybrid Task Cascade for Instance Segmentation
| Kai ChenJiangmiao PangJiaqi WangYu XiongXiaoxiao LiShuyang SunWansen FengZiwei LiuJianping ShiWanli OuyangChen Change LoyDahua Lin
2019-01-22
Consistent Optimization for Single-Shot Object Detection
Tao KongFuchun SunHuaping LiuYuning JiangJianbo Shi
2019-01-19
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free
| Cheng-Yang FuMykhailo ShvetsAlexander C. Berg
2019-01-10
Region Proposal by Guided Anchoring
| Jiaqi WangKai ChenShuo YangChen Change LoyDahua Lin
2019-01-10
Panoptic Feature Pyramid Networks
| Alexander KirillovRoss GirshickKaiming HePiotr Dollár
2019-01-08
AutoFocus: Efficient Multi-Scale Inference
| Mahyar NajibiBharat SinghLarry S. Davis
2018-12-04
Grid R-CNN
| Xin LuBuyu LiYuxin YueQuanquan LiJunjie Yan
2018-11-29
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection
Hongyu XuXutao LvXiaoyu WangZhou RenNavaneeth BodlaRama Chellappa
2018-11-28
Scene Text Detection with Supervised Pyramid Context Network
| Enze XieYuhang ZangShuai ShaoGang YuCong YaoGuangyao Li
2018-11-21
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision
Wanxin TianZixuan WangHaifeng ShenWeihong DengYiping MengBinghui ChenXiubao ZhangYuan ZhaoXiehe Huang
2018-11-20
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
| Qijie ZhaoTao ShengYongtao WangZhi TangYing ChenLing CaiHaibin Ling
2018-11-12
Biologically-plausible learning algorithms can scale to large datasets
Will XiaoHonglin ChenQianli LiaoTomaso Poggio
2018-11-08
DropBlock: A regularization method for convolutional networks
| Golnaz GhiasiTsung-Yi LinQuoc V. Le
2018-10-30
Salience Biased Loss for Object Detection in Aerial Images
Peng SunGuang ChenGuerdan LukeYi Shang
2018-10-18
Object Detection from Scratch with Deep Supervision
| Zhiqiang ShenZhuang LiuJianguo LiYu-Gang JiangYurong ChenXiangyang Xue
2018-09-25
DetNet: Design Backbone for Object Detection
Zeming LiChao PengGang YuXiangyu ZhangYangdong DengJian Sun
2018-09-01
Fast and Accurate, Convolutional Neural Network Based Approach for Object Detection from UAV
Xiaoliang WangPeng ChengXinchuan LiuBenedict Uzochukwu
2018-08-16
Acquisition of Localization Confidence for Accurate Object Detection
| Borui JiangRuixuan LuoJiayuan MaoTete XiaoYuning Jiang
2018-07-30
MetaAnchor: Learning to Detect Objects with Customized Anchors
Tong YangXiangyu ZhangZeming LiWenqiang ZhangJian Sun
2018-07-03
DetNet: A Backbone network for Object Detection
| Zeming LiChao PengGang YuXiangyu ZhangYangdong DengJian Sun
2018-04-17
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy
Guanglu SongYu LiuMing JiangYujie WangJunjie YanBiao Leng
2018-04-14
YOLOv3: An Incremental Improvement
| Joseph RedmonAli Farhadi
2018-04-08
Group Normalization
| Yuxin WuKaiming He
2018-03-22
Path Aggregation Network for Instance Segmentation
| Shu LiuLu QiHaifang QinJianping ShiJiaya Jia
2018-03-05
Focal Loss Dense Detector for Vehicle Surveillance
Xiaoliang WangPeng ChengXinchuan LiuBenedict Uzochukwu
2018-03-03
Cascade R-CNN: Delving into High Quality Object Detection
| Zhaowei CaiNuno Vasconcelos
2017-12-03
MegDet: A Large Mini-Batch Object Detector
| Chao PengTete XiaoZeming LiYuning JiangXiangyu ZhangKai JiaGang YuJian Sun
2017-11-20
ChainerCV: a Library for Deep Learning in Computer Vision
| Yusuke NiitaniToru OgawaShunta SaitoMasaki Saito
2017-08-28
Focal Loss for Dense Object Detection
| Tsung-Yi LinPriya GoyalRoss GirshickKaiming HePiotr Dollár
2017-08-07
Feature Pyramid Networks for Object Detection
| Tsung-Yi LinPiotr DollárRoss GirshickKaiming HeBharath HariharanSerge Belongie
2016-12-09

Categories