RoIAlign

Introduced by He et al. in Mask R-CNN

Region of Interest Align, or RoIAlign, is an operation for extracting a small feature map from each RoI in detection and segmentation based tasks. It removes the harsh quantization of RoIPool, properly aligning the extracted features with the input. To avoid any quantization of the RoI boundaries or bins (using $x/16$ instead of $[x/16]$), RoIAlign uses bilinear interpolation to compute the exact values of the input features at four regularly sampled locations in each RoI bin, and the result is then aggregated (using max or average).

Source: Mask R-CNN

Latest Papers

PAPER DATE
Hierarchical Context Embedding for Region-based Object Detection
Zhao-Min ChenXin JinBorui ZhaoXiu-Shen WeiYanwen Guo
2020-08-04
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation
Namdar HomayounfarYuwen XiongJustin LiangWei-Chiu MaRaquel Urtasun
2020-07-30
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses
Stefano ZorziFriedrich Fraundorfer
2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation
Tao WangYu LiBingyi KangJunnan LiJunhao LiewSheng TangSteven HoiJiashi Feng
2020-07-23
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling
Wenshuo MaTingzhong TianHang XuYimin HuangZhenguo Li
2020-07-18
Boundary-preserving Mask R-CNN
| Tianheng ChengXinggang WangLichao HuangWenyu Liu
2020-07-17
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris
Jungseok HongMichael FultonJunaed Sattar
2020-07-16
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Yuli WuLong ChenDorit Merhof
2020-07-13
DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning
Farzan ShenavarmasoulehHamid R. Arabnia
2020-07-04
IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency
Jiarui CaiYizhou WangHaotian ZhangHung-Min HsuChengqian MaJenq-Neng Hwang
2020-06-24
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM
Yong ChenLu WangJiajia HuMingbin Ye
2020-06-24
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
TensorFlow with user friendly Graphical Framework for object detection API
| Heemoon YoonSang-Hee LeeMira Park
2020-06-11
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis
Max FreiFrank Einar Kruis
2020-06-08
Video Instance Segmentation Tracking With a Modified VAE Architecture
Chung-Ching Lin Ying Hung Rogerio Feris Linglin He
2020-06-01
Self-Training for Domain Adaptive Scene Text Detection
Yudi ChenWei WangYu ZhouFei YangDongbao YangWeiping Wang
2020-05-23
MaskFace: multi-task face and landmark detector
Dmitry YashuninTamir BaydasovRoman Vlasov
2020-05-19
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting
Dongnan LiuDonghao ZhangYang SongFan ZhangLauren O'DonnellHeng HuangMei ChenWeidong Cai
2020-05-05
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
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents
| Devashish PrasadAyan GadpalKshitij KapadniManish VisaveKavita Sultanpure
2020-04-27
The Problem of Fragmented Occlusion in Object Detection
Julian PegoraroRoman Pflugfelder
2020-04-27
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysis
Marie-Sophie von BraunPatrick FrenzelChristian KädingMirco Fuchs
2020-04-20
Lightweight Mask R-CNN for Long-Range Wireless Power Transfer Systems
Hao LiAozhou WuWen FangQingqing ZhangMingqing LiuQingwen LiuWei Chen
2020-04-19
ResNeSt: Split-Attention Networks
| Hang ZhangChongruo WuZhongyue ZhangYi ZhuZhi ZhangHaibin LinYue SunTong HeJonas MuellerR. ManmathaMu LiAlexander Smola
2020-04-19
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
EfficientPS: Efficient Panoptic Segmentation
| Rohit MohanAbhinav Valada
2020-04-05
Volumetric Attention for 3D Medical Image Segmentation and Detection
Xudong WangShizhong HanYunqiang ChenDashan GaoNuno Vasconcelos
2020-04-04
FGN: Fully Guided Network for Few-Shot Instance Segmentation
Zhibo FanJin-Gang YuZhihao LiangJiarong OuChangxin GaoGui-Song XiaYuanqing Li
2020-03-31
Mask Encoding for Single Shot Instance Segmentation
| Rufeng ZhangZhi TianChunhua ShenMingyu YouYouliang Yan
2020-03-26
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
| Jianyuan GuoKai HanYunhe WangChao ZhangZhaohui YangHan WuXinghao ChenChang Xu
2020-03-26
Deep Object Detection based Mitosis Analysis in Breast Cancer Histopathological Images
Anabia SohailMuhammad Ahsan MukhtarAsifullah KhanMuhammad Mohsin ZafarAneela ZameerSaranjam Khan
2020-03-17
Revisiting the Sibling Head in Object Detector
| Guanglu SongYu LiuXiaogang Wang
2020-03-17
TACO: Trash Annotations in Context for Litter Detection
| Pedro F ProençaPedro Simões
2020-03-16
Deep Affinity Net: Instance Segmentation via Affinity
Xingqian XuMang Tik ChiuThomas S. HuangHonghui Shi
2020-03-15
Conditional Convolutions for Instance Segmentation
| Zhi TianChunhua ShenHao Chen
2020-03-12
Equalization Loss for Long-Tailed Object Recognition
| Jingru TanChangbao WangBuyu LiQuanquan LiWanli OuyangChangqing YinJunjie Yan
2020-03-11
CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection
Bin ZhuQing SongLu YangZhihui WangChun LiuMengjie Hu
2020-03-07
Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN
Hao WuJan Paul Siebert
2020-03-03
DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
Priyanto HidayatullahXueting WangToshihiko YamasakiTati L. E. R. MengkoRinaldi MunirAnggraini BarlianEros SukmawatiSupraptono Supraptono
2020-03-03
Learning in the Frequency Domain
| Kai XuMinghai QinFei SunYuhao WangYen-Kuang ChenFengbo Ren
2020-02-27
Towards Bounding-Box Free Panoptic Segmentation
Ujwal BondePablo F. AlcantarillaStefan Leutenegger
2020-02-18
Automatic detection and counting of retina cell nuclei using deep learning
S. M. Hadi HosseiniHao ChenMonica M. Jablonski
2020-02-10
Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic Data
Seunghyeok BackJongwon KimRaeyoung KangSeungjun ChoiKyoobin Lee
2020-02-10
Weakly Supervised Instance Segmentation by Deep Community Learning
Jaedong HwangSeohyun KimJeany SonBohyung Han
2020-01-30
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion
Wenbo DongPravakar RoyCheng PengVolkan Isler
2020-01-30
GraphBGS: Background Subtraction via Recovery of Graph Signals
Jhony H. GiraldoThierry Bouwmans
2020-01-17
Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation
Daniel V. RuizGabriel SalomonEduardo Todt
2020-01-10
Adaptive Control of Embedding Strength in Image Watermarking using Neural Networks
Mahnoosh BagheriMajid MohrekeshNader KarimiShadrokh Samavi
2020-01-09
A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection
Pei XuShan HuangHongzhen WangHao SongShen HuangQi Ju
2020-01-03
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
| Hao ChenKunyang SunZhi TianChunhua ShenYongming HuangYouliang Yan
2020-01-02
PointRend: Image Segmentation as Rendering
| Alexander KirillovYuxin WuKaiming HeRoss Girshick
2019-12-17
DeepBiRD: An Automatic Bibliographic Reference Detection Approach
Syed Tahseen Raza RizviAndreas DengelSheraz Ahmed
2019-12-16
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images
| Ángela Casado-GarcíaCésar DomínguezJónathan HerasEloy MataVico Pascual
2019-12-12
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
| Zongwei ZhouMd Mahfuzur Rahman SiddiqueeNima TajbakhshJianming Liang
2019-12-11
HistoNet: Predicting size histograms of object instances
Kishan SharmaMoritz GoldChristian ZurbrueggLaura Leal-TaixéJan Dirk Wegner
2019-12-11
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
| Gedas BertasiusLorenzo Torresani
2019-12-10
SOLO: Segmenting Objects by Locations
| Xinlong WangTao KongChunhua ShenYuning JiangLei Li
2019-12-10
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
| Xianzhi DuTsung-Yi LinPengchong JinGolnaz GhiasiMingxing TanYin CuiQuoc V. LeXiaodan Song
2019-12-10
EmbedMask: Embedding Coupling for One-stage Instance Segmentation
| Hui YingZhaojin HuangShu LiuTianjia ShaoKun Zhou
2019-12-04
Learning scale-variant features for robust iris authentication with deep learning based ensemble framework
Siming ZhengRahmita Wirza O. K. RahmatFatimah KhalidNurul Amelina Nasharuddin
2019-12-02
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
Computer Vision-based Accident Detection in Traffic Surveillance
Earnest Paul IjjinaDhananjai ChandSavyasachi GuptaGoutham K
2019-11-22
Toward Filament Segmentation Using Deep Neural Networks
Azim AhmadzadehSushant S. MahajanDustin J. KemptonRafal A. AngrykShihao Ji
2019-11-20
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
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
Equalization Loss for Large Vocabulary Instance Segmentation
Jingru TanChangbao WangQuanquan LiJunjie Yan
2019-11-12
Detecting Driveable Area for Autonomous Vehicles
Niral ShahAshwin ShankarJae-hong Park
2019-11-07
Localization-aware Channel Pruning for Object Detection
Zihao XieWenbing TaoLi ZhuLin Zhao
2019-11-06
Visual Appearance Based Person Retrieval in Unconstrained Environment Videos
Hiren GaliyawalaMehul S RavalShivansh Dave
2019-10-31
Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph
Ata JodeiriReza A. ZoroofiYuta HiasaMasaki TakaoNobuhiko SuganoYoshinobu SatoYoshito Otake
2019-10-29
Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics
Jun ShiZhibo Chen
2019-10-16
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
| Qilong WangBanggu WuPengfei ZhuPeihua LiWangmeng ZuoQinghua Hu
2019-10-08
Embodied Amodal Recognition: Learning to Move to Perceive Objects
Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra
2019-10-01
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning
| Xiaopeng Yan Ziliang Chen Anni Xu Xiaoxi Wang Xiaodan Liang Liang Lin
2019-10-01
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning
Xiaopeng YanZiliang ChenAnni XuXiaoxi WangXiaodan LiangLiang Lin
2019-09-28
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation
| Xiaohui ZengRenjie LiaoLi GuYuwen XiongSanja FidlerRaquel Urtasun
2019-09-27
Deep Mangoes: from fruit detection to cultivar identification in colour images of mango trees
Philippe BorianneFrederic BorneJulien SarronEmile Faye
2019-09-24
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
Can PengKun ZhaoArnold WiliemTeng ZhangPeter HobsonAnthony JenningsBrian C. Lovell
2019-09-22
re-OBJ: Jointly Learning the Foreground and Background for Object Instance Re-identification
Vaibhav BansalStuart JamesAlessio Del Bue
2019-09-17
CBNet: A Novel Composite Backbone Network Architecture for Object Detection
| Yudong LiuYongtao WangSiwei WangTingTing LiangQijie ZhaoZhi TangHaibin Ling
2019-09-09
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum
Yosuke ShinyaEdgar Simo-SerraTaiji Suzuki
2019-09-09
An Objectness Score for Accurate and Fast Detection during Navigation
Hongsun ChoiMincheul KangYoungsun KwonSung-eui Yoon
2019-08-26
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting
| Hao-Shu FangJianhua SunRunzhong WangMinghao GouYong-Lu LiCewu Lu
2019-08-21
Deep High-Resolution Representation Learning for Visual Recognition
| Jingdong WangKe SunTianheng ChengBorui JiangChaorui DengYang ZhaoDong LiuYadong MuMingkui TanXinggang WangWenyu LiuBin Xiao
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
Explicit Shape Encoding for Real-Time Instance Segmentation
| Wenqiang XuHaiyang WangFubo QiCewu Lu
2019-08-12
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation
| Ke YanYoubao TangYifan PengVeit SandfortMohammadhadi BagheriZhiyong LuRonald M. Summers
2019-08-12
Channel Decomposition into Painting Actions
Shih-Chieh Su
2019-08-10
Revisiting Feature Alignment for One-stage Object Detection
Yuntao ChenChenxia HanNaiyan WangZhaoxiang Zhang
2019-08-05
Attentive Normalization
| Xilai LiWei SunTianfu Wu
2019-08-04
Extract and Merge: Merging extracted humans from different images utilizing Mask R-CNN
Asati MinkeshKraisittipong WorranittaMiyachi Taizo
2019-08-01
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation
| Florian KrompLukas FischerEva BozsakyInge AmbrosWolfgang DoerrSabine Taschner-MandlPeter AmbrosAllan Hanbury
2019-07-30
Robust Nucleus Detection from Microscopical Image with Partially Labeled Exemplars
Linqing FengJun Ho SongJiwon KimSoomin JeongJin Sung ParkJinhyun Kim
2019-07-23
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?
Hemin Ali QadirYounghak ShinJohannes SolhusvikJacob BergslandLars AabakkenIlangko Balasingham
2019-07-22
Human Extraction and Scene Transition utilizing Mask R-CNN
Asati MinkeshKraittipong WorranittaMiyachi Taizo
2019-07-20
MaskPlus: Improving Mask Generation for Instance Segmentation
Shichao XuShuyue LanQi Zhu
2019-07-15
And the Bit Goes Down: Revisiting the Quantization of Neural Networks
| Pierre StockArmand JoulinRémi GribonvalBenjamin GrahamHervé Jégou
2019-07-12
Where are the Masks: Instance Segmentation with Image-level Supervision
| Issam H. LaradjiDavid VazquezMark Schmidt
2019-07-02
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN
| Hang MinDevin WilsonYinhuang HuangSiyu LiuStuart CrozierAndrew P BradleyShekhar S. Chandra
2019-06-28
Cascade R-CNN: High Quality Object Detection and Instance Segmentation
| Zhaowei CaiNuno Vasconcelos
2019-06-24
6D-VNet: End-to-end 6DoF Vehicle Pose Estimation from Monocular RGB Images
| Di WuZhaoyong ZhuangCanqun XiangWenbin Zou and Xia Li
2019-06-15
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
| Christoph HaarburgerMichael BaumgartnerDaniel TruhnMirjam BroeckmannHannah SchneiderSimone SchradingChristiane KuhlDorit Merhof
2019-06-14
Grid R-CNN Plus: Faster and Better
| Xin LuBuyu LiYuxin YueQuanquan LiJunjie Yan
2019-06-13
Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer
| Ekim YurtseverYongkang LiuJacob LambertChiyomi MiyajimaEijiro TakeuchiKazuya TakedaJohn H. L. Hansen
2019-06-07
Mesh R-CNN
| Georgia GkioxariJitendra MalikJustin Johnson
2019-06-06
Omnidirectional Scene Text Detection with Sequential-free Box Discretization
| Yuliang LiuSheng ZhangLianwen JinLele XieYaqiang WuZhepeng Wang
2019-06-06
Exploiting Offset-guided Network for Pose Estimation and Tracking
Rui ZhangZheng ZhuPeng LiRui WuChaoxu GuoGuan HuangHailun Xia
2019-06-04
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching
| Hao WangQilong WangFan YangWeiqi ZhangWangmeng Zuo
2019-06-02
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
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
| Xiang LiXiaolin HuJian Yang
2019-05-23
U-Net Based Multi-instance Video Object Segmentation
Heguang LiuJingle Jiang
2019-05-19
Video Instance Segmentation
| Linjie YangYuchen FanNing Xu
2019-05-12
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation
Gyeongsik MoonJu Yong ChangKyoung Mu Lee
2019-05-10
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
| Yue CaoJiarui XuStephen LinFangyun WeiHan Hu
2019-04-25
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection
| Youngwan LeeJoong-won HwangSangrok LeeYuseok BaeJongyoul Park
2019-04-22
Single Pixel Reconstruction for One-stage Instance Segmentation
Jun YuJinghan YaoJian ZhangZhou YuDacheng Tao
2019-04-16
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection
| Golnaz GhiasiTsung-Yi LinRuoming PangQuoc V. Le
2019-04-16
Rethinking Classification and Localization for Object Detection
Yue WuYinpeng ChenLu YuanZicheng LiuLijuan WangHongzhi LiYun Fu
2019-04-13
Embodied Visual Recognition
Jianwei YangZhile RenMingze XuXinlei ChenDavid CrandallDevi ParikhDhruv Batra
2019-04-09
Res2Net: A New Multi-scale Backbone Architecture
| Shang-Hua GaoMing-Ming ChengKai ZhaoXin-Yu ZhangMing-Hsuan YangPhilip Torr
2019-04-02
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition
| Domen TabernikDanijel Skočaj
2019-04-01
Pyramid Mask Text Detector
| Jingchao LiuXuebo LiuJie ShengDing LiangXin LiQingjie Liu
2019-03-28
Feature Intertwiner for Object Detection
| Hongyang LiBo DaiShaoshuai ShiWanli OuyangXiaogang Wang
2019-03-28
TensorMask: A Foundation for Dense Object Segmentation
| Xinlei ChenRoss GirshickKaiming HePiotr Dollár
2019-03-28
Iris R-CNN: Accurate Iris Segmentation in Non-cooperative Environment
Chunyang FengYufeng SunXin Li
2019-03-25
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design
Alexander WongZhong Qiu LinBrendan Chwyl
2019-03-18
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up
Weifeng GeXiangru LinYizhou Yu
2019-03-07
Mask Scoring R-CNN
| Zhaojin HuangLichao HuangYongchao GongChang HuangXinggang Wang
2019-03-01
Person Retrieval in Surveillance Video using Height, Color and Gender
Hiren GaliyawalaKenil ShahVandit GajjarMehul S. Raval
2019-02-14
Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network
Daan de GeusPanagiotis MeletisGijs Dubbelman
2019-02-07
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images
| Yuying GeRuimao ZhangLingyun WuXiaogang WangXiaoou TangPing Luo
2019-01-23
Hybrid Task Cascade for Instance Segmentation
| Kai ChenJiangmiao PangJiaqi WangYu XiongXiaoxiao LiShuyang SunWansen FengZiwei LiuJianping ShiWanli OuyangChen Change LoyDahua Lin
2019-01-22
ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining
| Youbao TangKe YanYuxing TangJiamin LiuJing XiaoRonald M. Summers
2019-01-18
UPSNet: A Unified Panoptic Segmentation Network
| Yuwen XiongRenjie LiaoHengshuang ZhaoRui HuMin BaiErsin YumerRaquel Urtasun
2019-01-12
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free
| Cheng-Yang FuMykhailo ShvetsAlexander C. Berg
2019-01-10
Residual Attention based Network for Hand Bone Age Assessment
Eric WuBin KongXin WangJunjie BaiYi LuFeng GaoShaoting ZhangKunlin CaoQi SongSiwei LyuYoubing Yin
2018-12-21
Unconstrained Iris Segmentation using Convolutional Neural Networks
Sohaib AhmadBenjamin Fuller
2018-12-19
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image
| Chen LiuKihwan KimJinwei GuYasutaka FurukawaJan Kautz
2018-12-10
Online Model Distillation for Efficient Video Inference
| Ravi Teja MullapudiSteven ChenKeyi ZhangDeva RamananKayvon Fatahalian
2018-12-06
Grid R-CNN
| Xin LuBuyu LiYuxin YueQuanquan LiJunjie Yan
2018-11-29
ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving
Xibin SongPeng WangDingfu ZhouRui ZhuChenye GuanYuchao DaiHao SuHongdong LiRuigang Yang
2018-11-29
One-Shot Instance Segmentation
| Claudio MichaelisIvan UstyuzhaninovMatthias BethgeAlexander S. Ecker
2018-11-28
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection
Hongyu XuXutao LvXiaoyu WangZhou RenNavaneeth BodlaRama Chellappa
2018-11-28
Deformable ConvNets v2: More Deformable, Better Results
| Xizhou ZhuHan HuStephen LinJifeng Dai
2018-11-27
Non-local RoI for Cross-Object Perception
Shou-Yao Roy TsengHwann-Tzong ChenShao-Heng TaiTyng-Luh Liu
2018-11-25
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
Zhida HuangZhuoyao ZhongLei SunQiang Huo
2018-11-22
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
| Qijie ZhaoTao ShengYongtao WangZhi TangYing ChenLing CaiHaibin Ling
2018-11-12
BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks
Ba Rom KangHa Young Kim
2018-10-15
Bounding Box Regression with Uncertainty for Accurate Object Detection
| Yihui HeChenchen ZhuJianren WangMarios SavvidesXiangyu Zhang
2018-09-23
Faster Training of Mask R-CNN by Focusing on Instance Boundaries
| Roland S. ZimmermannJulien N. Siems
2018-09-19
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic Data
| Michael DanielczukMatthew MatlSaurabh GuptaAndrew LiAndrew LeeJeffrey MahlerKen Goldberg
2018-09-16
Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network
Daan de GeusPanagiotis MeletisGijs Dubbelman
2018-09-06
Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation
Ruochen FanQibin HouMing-Ming ChengGang YuRalph R. MartinShi-Min Hu
2018-09-01
Acquisition of Localization Confidence for Accurate Object Detection
| Borui JiangRuixuan LuoJiayuan MaoTete XiaoYuning Jiang
2018-07-30
Non-local RoIs for Instance Segmentation
Shou-Yao Roy TsengHwann-Tzong ChenShao-Heng TaiTyng-Luh Liu
2018-07-14
Lesion Analysis and Diagnosis with Mask-RCNN
Andrey Sorokin
2018-07-10
Auto-Context R-CNN
Bo LiTianfu WuLun ZhangRufeng Chu
2018-07-08
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
| Pengyuan LyuMinghui LiaoCong YaoWenhao WuXiang Bai
2018-07-06
Fast Dynamic Convolutional Neural Networks for Visual Tracking
Zhiyan CuiNa Lu
2018-06-29
Saliency deep embedding for aurora image search
Xi YangXinbo GaoBin SongNannan WangDong Yang
2018-05-23
DetNet: A Backbone network for Object Detection
| Zeming LiChao PengGang YuXiangyu ZhangYangdong DengJian Sun
2018-04-17
Predicting Future Instance Segmentation by Forecasting Convolutional Features
| Pauline LucCamille CouprieYann LeCunJakob Verbeek
2018-03-30
Pose2Seg: Detection Free Human Instance Segmentation
| Song-Hai ZhangRuilong LiXin DongPaul L. RosinZixi CaiHan XiDingcheng YangHao-Zhi HuangShi-Min Hu
2018-03-28
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction
Petru SovianyRadu Tudor Ionescu
2018-03-23
Group Normalization
| Yuxin WuKaiming He
2018-03-22
Path Aggregation Network for Instance Segmentation
| Shu LiuLu QiHaifang QinJianping ShiJiaya Jia
2018-03-05
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image
Thanh-Toan DoMing CaiTrung PhamIan Reid
2018-02-28
Detect-and-Track: Efficient Pose Estimation in Videos
| Rohit GirdharGeorgia GkioxariLorenzo TorresaniManohar PaluriDu Tran
2017-12-26
Deep Regionlets for Object Detection
Hongyu XuXutao LvXiaoyu WangZhou RenNavaneeth BodlaRama Chellappa
2017-12-06
Cascade R-CNN: Delving into High Quality Object Detection
| Zhaowei CaiNuno Vasconcelos
2017-12-03
Learning to Segment Every Thing
| Ronghang HuPiotr DollárKaiming HeTrevor DarrellRoss Girshick
2017-11-28
Deep Extreme Cut: From Extreme Points to Object Segmentation
| Kevis-Kokitsi ManinisSergi CaellesJordi Pont-TusetLuc Van Gool
2017-11-24
MegDet: A Large Mini-Batch Object Detector
| Chao PengTete XiaoZeming LiYuning JiangXiangyu ZhangKai JiaGang YuJian Sun
2017-11-20
AOGNets: Compositional Grammatical Architectures for Deep Learning
| Xilai LiXi SongTianfu Wu
2017-11-15
Mask R-CNN
| Kaiming HeGeorgia GkioxariPiotr DollárRoss Girshick
2017-03-20

Tasks

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🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

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