Title
LVIS Challenge Track Technical Report 1st Place Solution: Distribution Balanced and Boundary Refinement for Large Vocabulary Instance Segmentation Weifu Fu Congchong Nie Ting Sun J. Liu Tianliang Zhang Yong Liu ISeg 23 5 0 04 Nov 2021
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression Jiabo He S. Erfani Xingjun Ma James Bailey Ying Chi Xiansheng Hua 26 247 0 26 Oct 2021
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection Zhuofan Zong Qianggang Cao B. Leng ObjD 30 13 0 23 Oct 2021
Video Instance Segmentation by Instance Flow Assembly Xiang Li Jinglu Wang Xiao Li Yan Lu VOS 19 15 0 20 Oct 2021
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings Kailai Sun Xiaoteng Ma Peng Liu Qianchuan Zhao 3DPC AAML 21 11 0 07 Oct 2021
Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling S. Back Joosoon Lee Taewon Kim Sangjun Noh Raeyoung Kang Seongho Bak Kyoobin Lee 31 67 0 23 Sep 2021
Mutual Supervision for Dense Object Detection Ziteng Gao Limin Wang Gangshan Wu 53 29 0 13 Sep 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 25 32 0 27 Aug 2021
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 29 34 0 17 Aug 2021
Reference-based Defect Detection Network Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao ObjD 24 33 0 10 Aug 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 24 42 0 24 Jul 2021
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network Shuo-En Chang Yi-Cheng Yang Enai Lin Pei-Yung Hsiao L. Fu SSeg ISeg 11 5 0 11 Jul 2021
Instance-Level Relative Saliency Ranking with Graph Reasoning Nian Liu Long Li Wangbo Zhao Junwei Han Ling Shao 22 27 0 08 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 42 428 0 01 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 13 161 0 01 Jul 2021
Simple Training Strategies and Model Scaling for Object Detection Xianzhi Du Barret Zoph Wei-Chih Hung Tsung-Yi Lin ObjD 31 40 0 30 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 20 356 0 28 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 18 40 0 28 Jun 2021
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning Wen Zhang Chong Fu Xiang shi Chang T. Zhao Xiang Li Chiu-Wing Sham ObjD 15 14 0 28 Jun 2021
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection Shaoqing Xu Dingfu Zhou Jin Fang Junbo Yin Bin Zhou Liangjun Zhang 3DPC 28 154 0 23 Jun 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 22 19 0 23 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Vidit Goel Jiachen Li Shubhika Garg Harsh Maheshwari Humphrey Shi 17 7 0 19 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 25 45 0 17 Jun 2021
Part-aware Panoptic Segmentation Daan de Geus Panagiotis Meletis Chenyang Lu Xiaoxiao Wen Gijs Dubbelman 31 60 0 11 Jun 2021
Rethinking Training from Scratch for Object Detection Yang Li Hong Zhang Yu Zhang VLM OnRL ObjD 17 5 0 06 Jun 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 30 73 0 07 May 2021
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections Mingyuan Mao Baochang Zhang David Doermann Jie Guo Shumin Han Yuan Feng Xiaodi Wang Errui Ding 11 2 0 07 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 42 255 0 05 May 2021
Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation Guang Feng Zhiwei Hu Lihe Zhang Huchuan Lu EgoV 19 168 0 05 May 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 38 48 0 29 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 59 728 0 24 Apr 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 27 113 0 21 Apr 2021
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features Gang Zhang Xin Lu Jingru Tan Jianmin Li Zhaoxiang Zhang Quanquan Li Xiaolin Hu ISeg 30 95 0 17 Apr 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 26 103 0 13 Apr 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Q. Tian 21 30 0 11 Apr 2021
Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation Minghan Li Shuai Li Lida Li Lei Zhang VOS 20 52 0 06 Apr 2021
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 23 197 0 03 Apr 2021
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 30 165 0 23 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 28 132 0 18 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang X. Zhang Jian Cheng Jian-jun Sun ObjD 24 516 0 17 Mar 2021
ReDet: A Rotation-equivariant Detector for Aerial Object Detection Jiaming Han Jian Ding Nan Xue Guisong Xia 19 518 0 13 Mar 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 25 224 0 12 Mar 2021
Deep Texture-Aware Features for Camouflaged Object Detection Jingjing Ren Xiaowei Hu Lei Zhu Xuemiao Xu Yangyang Xu Weiming Wang Zijun Deng Pheng-Ann Heng ObjD 91 109 0 05 Feb 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 137 404 0 31 Jan 2021
Accurate Camouflaged Object Detection via Mixture Convolution and Interactive Fusion Bo Dong Mingchen Zhuge Yongxiong Wang Hongbo Bi Geng Chen 28 13 0 14 Jan 2021
SCNet: Training Inference Sample Consistency for Instance Segmentation Thang Vu Haeyong Kang Chang-Dong Yoo ISeg 52 90 0 18 Dec 2020
Amodal Segmentation Based on Visible Region Segmentation and Shape Prior Yuting Xiao Yanyu Xu Z. Zhong Weixin Luo Jiawei Li Shenghua Gao 18 51 0 10 Dec 2020
CARAFE++: Unified Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 13 54 0 07 Dec 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 6 683 0 30 Nov 2020
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 24 32 0 21 Nov 2020