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 / 329 papers shown

Title
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 39 14 0 09 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 42 64 0 07 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 62 6 0 01 Nov 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 53 1 0 25 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 40 7 0 19 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan Yuille Yuyin Zhou MedIm ViT 41 36 0 11 Oct 2023
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 45 3 0 08 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 29 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 32 0 0 28 Sep 2023
Mask4Former: Mask Transformer for 4D Panoptic Segmentation Kadir Yilmaz Jonas Schult Alexey Nekrasov Bastian Leibe ISeg 3DPC 34 10 0 28 Sep 2023
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs Ao Wang Hui Chen Zijia Lin Sicheng Zhao Jiawei Han Guiguang Ding ViT 39 6 0 27 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 40 4 0 27 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 34 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 18 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 22 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 32 4 0 14 Sep 2023
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone ISeg ViT 33 5 0 08 Sep 2023
Temporal Collection and Distribution for Referring Video Object Segmentation Jiajin Tang Ge Zheng Sibei Yang VOS 36 15 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 34 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 28 12 0 14 Aug 2023
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot Shan Cao Qunsheng Ruan Qingfeng Wu VLM 36 11 0 12 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 26 1 0 10 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Tianlin Li Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 77 18 0 08 Aug 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 45 136 0 04 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 25 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 42 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 20 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 43 7 0 14 Jun 2023
FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh Greg Heinrich Hongxu Yin Andrew Tao J. Álvarez Jan Kautz Pavlo Molchanov ViT 28 68 0 09 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 37 30 0 07 Jun 2023
Matte Anything: Interactive Natural Image Matting with Segment Anything Models J. Yao Xinggang Wang Lang Ye Wenyu Liu 41 38 0 07 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 46 0 0 03 Jun 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Huayu Chen Jonathan Huang Abdullah M. Rashwan Boxin Wang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 30 26 0 02 Jun 2023
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch Zhenchao Jin VLM 43 4 0 26 May 2023
Maskomaly:Zero-Shot Mask Anomaly Segmentation J. Ackermann Daniel Gehrig Feng Yu ISeg 38 23 0 26 May 2023
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation Chang Liu Henghui Ding Yulun Zhang Xudong Jiang 34 47 0 24 May 2023
Dual Focal Loss for Calibration Linwei Tao Minjing Dong Chang Xu UQCV 52 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 24 30 0 22 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 35 16 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 48 90 0 14 May 2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation Markus Schön M. Buchholz Klaus C. J. Dietmayer SSeg 29 2 0 02 May 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei-Ming Shen Qi Tian 46 43 0 24 Apr 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 46 91 0 20 Apr 2023
Intra-Batch Supervision for Panoptic Segmentation on High-Resolution Images Daan de Geus Gijs Dubbelman SSeg 26 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 18 7 0 12 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 24 14 0 11 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 27 28 0 10 Apr 2023