You Only Segment Once: Towards Real-Time Panoptic Segmentation

26 March 2023

Rongrong Ji

Liujuan Cao

SSeg

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Papers citing "You Only Segment Once: Towards Real-Time Panoptic Segmentation"

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Title
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation Jianghang Lin Yue Hu Jiangtao Shen Yunhang Shen Liujuan Cao Shengchuan Zhang Chia-Wen Lin ObjD VLM 195 0 0 26 May 2025
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 171 3 0 22 Nov 2024
COCO-OLAC: A Benchmark for Occluded Panoptic Segmentation and Image Understanding Wenbo Wei Jun Wang Abhir Bhalerao 423 0 0 19 Sep 2024
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation Abhishek Aich Yumin Suh S. Schulter Manmohan Chandraker 109 0 0 23 Apr 2024
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 80 133 0 24 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 253 2,374 0 02 Dec 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 210 1,548 0 13 Jul 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 84 369 0 28 Jun 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 73 20 0 23 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 303 5,051 0 31 May 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 299 992 0 13 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 126 531 0 01 Dec 2020
Fully Convolutional Networks for Panoptic Segmentation Yanwei Li Hengshuang Zhao Xiaojuan Qi Liwei Wang Zeming Li Jian Sun Jiaya Jia 105 171 0 01 Dec 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 186 1,597 0 30 Sep 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 54 171 0 29 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 549 2,098 0 28 Jul 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 201 1,771 0 29 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 216 1,713 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 421 13,048 0 26 May 2020
EfficientPS: Efficient Panoptic Segmentation Rohit Mohan Abhinav Valada 88 236 0 05 Apr 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 129 305 0 06 Jan 2020
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation Hao Chen Kunyang Sun Zhi Tian Chunhua Shen Yongming Huang Youliang Yan ISeg 132 492 0 02 Jan 2020
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 57 419 0 03 Dec 2019
Real-Time Panoptic Segmentation from Dense Detections Rui Hou Jie Li Arjun Bhargava Allan Raventos Vitor Campagnolo Guizilini Chao Fang J. Lynch Adrien Gaidon SSeg 55 67 0 03 Dec 2019
CenterMask : Real-Time Anchor-Free Instance Segmentation Youngwan Lee Jongyoul Park 3DPC ISeg 83 548 0 15 Nov 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 74 613 0 10 Oct 2019
Fast Panoptic Segmentation Network Daan de Geus Panagiotis Meletis Gijs Dubbelman SSeg 51 53 0 09 Oct 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 177 210 0 03 May 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 126 1,680 0 04 Apr 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 83 191 0 13 Feb 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 140 1,303 0 22 Jan 2019
UPSNet: A Unified Panoptic Segmentation Network Yuwen Xiong Renjie Liao Hengshuang Zhao Rui Hu Min Bai Ersin Yumer R. Urtasun SSeg 73 431 0 12 Jan 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 131 1,287 0 08 Jan 2019
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 62 398 0 28 Nov 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 141 4,938 0 03 Dec 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,880 0 17 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 480 22,134 0 09 Dec 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 324 2,083 0 07 Jun 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,641 0 06 Apr 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,815 0 02 Nov 2015