Per-Pixel Classification is Not All You Need for Semantic Segmentation

13 July 2021

Bowen Cheng

Papers citing "Per-Pixel Classification is Not All You Need for Semantic Segmentation"

50 / 262 papers shown

Title
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 48 21 0 10 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 40 3 0 08 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 19 0 0 02 Oct 2023
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling Ke Yu Yuanmin Tang Giulia DeSalvo Suraj Kothawade Abdullah Rashwan S. Tavakkol Kayhan Batmanghelich Xiaoqi Yin ISeg 21 0 0 28 Sep 2023
Mask4Former: Mask Transformer for 4D Panoptic Segmentation Kadir Yilmaz Jonas Schult Alexey Nekrasov Bastian Leibe ISeg 3DPC 17 10 0 28 Sep 2023
The Robust Semantic Segmentation UNCV2023 Challenge Results Xuanlong Yu Yi Zuo Zitao Wang Xiaowen Zhang Jiaxuan Zhao ... Angela Yao Wenlong Chen Ivor J. A. Simpson Neill D. F. Campbell Gianni Franchi UQCV 35 4 0 27 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 29 2 0 20 Sep 2023
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing Jiahang Li Yikang Zhang Peng Yun Guangliang Zhou Qijun Chen Rui Fan ViT OffRL 11 26 0 19 Sep 2023
An Empirical Study of Attention Networks for Semantic Segmentation Hao Guo Hongbiao Si Guilin Jiang Wei Zhang Zhiyan Liu Xuanyi Zhu Xulong Zhang Yang Liu 19 1 0 19 Sep 2023
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation Zhaochong An Guolei Sun Zongwei Wu Hao Tang Luc Van Gool VOS 30 4 0 14 Sep 2023
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone ISeg ViT 28 5 0 08 Sep 2023
Temporal Collection and Distribution for Referring Video Object Segmentation Jiajin Tang Ge Zheng Sibei Yang VOS 36 14 0 07 Sep 2023
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples Guanghui Li Mingqi Gao Heng Liu Xiantong Zhen Feng Zheng VOS 26 3 0 05 Sep 2023
A Unified Query-based Paradigm for Camouflaged Instance Segmentation Do Dong Jialun Pei Rongrong Gao Tian-Zhu Xiang Shuo Wang Huan Xiong ISeg 26 12 0 14 Aug 2023
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot Shan Cao Qunsheng Ruan Qingfeng Wu VLM 28 11 0 12 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 24 1 0 10 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Xiao Wang Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 71 15 0 08 Aug 2023
Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance Learning Ju He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Jinpeng Lan Bin Luo Yifeng Geng Xuansong Xie MDE 20 8 0 27 Jul 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring Haitao Lin Yanwei Fu Xiangyang Xue 26 5 0 21 Jul 2023
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network K. Yan Xiaoli Yin Yingda Xia Fakai Wang Shu Wang ... Xiaoyu Bai Jingren Zhou Ling Zhang Le Lu Yu Shi MedIm 32 5 0 17 Jul 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 26 2 0 17 Jul 2023
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point Clouds William Guimont-Martin Jean-Michel Fortin François Pomerleau Philippe Giguère 3DPC 15 1 0 04 Jul 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 33 7 0 14 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 32 30 0 07 Jun 2023
Matte Anything: Interactive Natural Image Matting with Segment Anything Models J. Yao Xinggang Wang Lang Ye Wenyu Liu 23 38 0 07 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 36 0 0 03 Jun 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Yin Cui Jonathan Huang Abdullah M. Rashwan X. Yang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 28 26 0 02 Jun 2023
Maskomaly:Zero-Shot Mask Anomaly Segmentation J. Ackermann Christos Sakaridis F. I. F. Richard Yu ISeg 29 23 0 26 May 2023
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation Chang Liu Henghui Ding Yulun Zhang Xudong Jiang 24 47 0 24 May 2023
Dual Focal Loss for Calibration Linwei Tao Minjing Dong Chang Xu UQCV 37 26 0 23 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 17 30 0 22 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 28 15 0 16 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 34 90 0 14 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 Apr 2023
Intra-Batch Supervision for Panoptic Segmentation on High-Resolution Images Daan de Geus Gijs Dubbelman SSeg 21 6 0 17 Apr 2023
Adaptive Human Matting for Dynamic Videos Chung-Ching Lin Jiang Wang Kun Luo Kevin Qinghong Lin Linjie Li Lijuan Wang Zicheng Liu VOS 16 7 0 12 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 21 28 0 10 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 22 6,806 0 05 Apr 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 47 130 0 30 Mar 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 16 88 0 30 Mar 2023
You Only Segment Once: Towards Real-Time Panoptic Segmentation Jie Hu Linyan Huang Tianhe Ren Shengchuan Zhang Rongrong Ji Liujuan Cao SSeg 46 54 0 26 Mar 2023
OPDMulti: Openable Part Detection for Multiple Objects Xiaohao Sun Hanxiao Jiang Manolis Savva Angel X. Chang AI4CE 25 15 0 24 Mar 2023
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception Zixiang Zhou Dongqiangzi Ye Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 33 10 0 21 Mar 2023
Learning Context-aware Classifier for Semantic Segmentation Zhuotao Tian Jiequan Cui Li Jiang Xiaojuan Qi Xin Lai Yixin Chen Shu Liu Jiaya Jia 96 22 0 21 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 160 215 0 03 Mar 2023
LMSeg: Language-guided Multi-dataset Segmentation Qiang-feng Zhou Yuang Liu Chaohui Yu Jingliang Li Zhibin Wang Fan Wang VLM 18 18 0 27 Feb 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion Yiming Li Zhiding Yu Chris Choy Chaowei Xiao J. Álvarez Sanja Fidler Chen Feng Anima Anandkumar ViT 29 211 0 23 Feb 2023
Transformadores: Fundamentos teoricos y Aplicaciones J. D. L. Torre 75 0 0 18 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 30 12 0 11 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 29 4 0 07 Feb 2023