Semantic Segmentation

Segment and Recognize Anything at Any Granularity

Feng Li, Hao Zhang, Peize Sun et al.

PixelLM: Pixel Reasoning with Large Multimodal Model

Zhongwei Ren, Zhicheng Huang, Yunchao Wei et al.

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation

Seokju Cho, Heeseong Shin, Sunghwan Hong et al.

Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation

ZHIXIANG WEI, Lin Chen, Xiaoxiao Ma et al.

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

Bin Xie, Jiale Cao, Jin Xie et al.

GROUNDHOG: Grounding Large Language Models to Holistic Segmentation

Yichi Zhang, Ziqiao Ma, Xiaofeng Gao et al.

OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning

Haiyang Ying, Yixuan Yin, Jinzhi Zhang et al.

SLiMe: Segment Like Me

Aliasghar Khani, Saeid Asgari, Aditya Sanghi et al.

Unsupervised Universal Image Segmentation

XuDong Wang, Dantong Niu, Xinyang Han et al.

Text4Seg: Reimagining Image Segmentation as Text Generation

Mengcheng Lan, Chaofeng Chen, Yue Zhou et al.

Open-Vocabulary Semantic Segmentation with Image Embedding Balancing

Xiangheng Shan, Dongyue Wu, Guilin Zhu et al.

Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Kexue Fu, Minghong Duan et al.

A Simple Recipe for Language-guided Domain Generalized Segmentation

Mohammad Fahes, TUAN-HUNG VU, Andrei Bursuc et al.

Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation

feilong tang, Zhongxing Xu, Zhaojun QU et al.

In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation

Dahyun Kang, Minsu Cho

SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation

Yunxiang Fu, Meng Lou, Yizhou Yu

When Semantic Segmentation Meets Frequency Aliasing

Linwei Chen, Lin Gu, Ying Fu

SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images

Kaiyu Li, Ruixun Liu, Xiangyong Cao et al.

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal et al.

Open-World Semantic Segmentation Including Class Similarity

Matteo Sodano, Federico Magistri, Lucas Nunes et al.

Segment Every Out-of-Distribution Object

Wenjie Zhao, Jia Li, Xin Dong et al.

Subobject-level Image Tokenization

Delong Chen, Samuel Cahyawijaya, Jianfeng Liu et al.

Learning Hierarchical Image Segmentation For Recognition and By Recognition

Tsung-Wei Ke, Sangwoo Mo, Stella Yu

Continual Segmentation with Disentangled Objectness Learning and Class Recognition

Yizheng Gong, Siyue Yu, Xiaoyang Wang et al.

Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation

Qingchen Tang, Lei Fan, Maurice Pagnucco et al.

Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation

Jingxuan He, Lechao Cheng, Chaowei Fang et al.

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation

Xiaoqi Wang, Wenbin He, Xiwei Xuan et al.

Segment Any Motion in Videos

Nan Huang, Wenzhao Zheng, Chenfeng Xu et al.

Audio-Visual Instance Segmentation

Ruohao Guo, Xianghua Ying, Yaru Chen et al.

Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training

Jianwu Li, Kaiyue Shi, Guo-Sen Xie et al.

ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention

Jiawei Wang, Changjian Li

PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness

Siyao Jiang, Huisi Wu, Junyang Chen et al.

Mitigating Background Shift in Class-Incremental Semantic Segmentation

gilhan Park, WonJun Moon, SuBeen Lee et al.

Segment beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation

Renjie Wu, Hu Wang, Feras Dayoub et al.

Semantic and Sequential Alignment for Referring Video Object Segmentation

Feiyu Pan, Hao Fang, Fangkai Li et al.

Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier

Prantik Howlader, Srijan Das, Hieu Le et al.

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation

Ruijie Xu, Chuyu Zhang, Hui Ren et al.

WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models

xinjian wu, Ruisong Zhang, Jie Qin et al.

Effective SAM Combination for Open-Vocabulary Semantic Segmentation

Minhyeok Lee, Suhwan Cho, Jungho Lee et al.

Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model

Xu Yuan, Li Zhou, Zenghui Sun et al.

SMITE: Segment Me In TimE

Amirhossein Alimohammadi, Sauradip Nag, Saeid Asgari et al.

Exploring Simple Open-Vocabulary Semantic Segmentation

Zihang Lai

DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation

Sanghyun Jo, Fei Pan, In-Jae Yu et al.

A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation

Feilong Xu, Feiyang Yang, Xiongfei Li et al.

Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers?

Zebin You, Xinyu Zhang, Hanzhong Guo et al.

Visually Consistent Hierarchical Image Classification

Seulki Park, Youren Zhang, Stella Yu et al.

HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver

Cong Wei, Haoxian Tan, Yujie Zhong et al.

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning

Ye Liu, Zongyang Ma, Junfu Pu et al.

Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation

Prantik Howlader, Hieu Le, Dimitris Samaras

The Four Color Theorem for Cell Instance Segmentation

Ye Zhang, Yu Zhou, Yifeng Wang et al.

I Am Big, You Are Little; I Am Right, You Are Wrong

David A Kelly, Akchunya Chanchal, Nathan Blake

Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation

Chongjie Si, Xuehui Wang, Xiaokang Yang et al.

Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation

Huayu Mai, Rui Sun, Feng Wu

From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation

Yunfei Xie, Cihang Xie, Alan Yuille et al.

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation

PeiYuan Tang, Xiaodong Zhang, Chunze Yang et al.

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging

Yimu Pan, Sitao Zhang, Alison D. Gernand et al.

Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation

Yanglin Huang, Kai Hu, Yuan Zhang et al.

Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment

Shi-Chen Zhang, Yunheng Li, Yu-Huan Wu et al.

Universal Domain Adaptation for Semantic Segmentation

Seun-An Choe, Keon Hee Park, Jinwoo Choi et al.

Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation

Dong Zhao, Qi Zang, Shuang Wang et al.

ARGenSeg: Image Segmentation with Autoregressive Image Generation Model

Xiaolong Wang, Lixiang Ru, Ziyuan Huang et al.

Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation

Jiaxin Cai, Jingze Su, Qi Li et al.

Dual Semantic Guidance for Open Vocabulary Semantic Segmentation

ZhengYang Wang, Tingliang Feng, Fan Lyu et al.

Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective

Wangkai Li, Rui Sun, Zhaoyang Li et al.

DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation

Zishu Qin, Junhao Xu, Weifeng Ge

PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation

Xinqiao Zhao, Ziqian Yang, Tianhong Dai et al.

Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning

Xin Yang, Wending Yan, Yuan Yuan et al.

Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation

Jingqiao Xiu, Mengze Li, Zongxin Yang et al.

Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation

Yirui Wu, Yuhang Xia, Hao Li et al.

Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation

Fangyun Wei, Jinjing Zhao, Kun Yan et al.

Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation

Naisong Luo, Guoxin Xiong, Tianzhu Zhang

Class Tokens Infusion for Weakly Supervised Semantic Segmentation

Sung-Hoon Yoon, Hoyong Kwon, Hyeonseong Kim et al.

Diving Segmentation Model into Pixels

Chen Gan, Zihao Yin, Kelei He et al.

Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation

Yi Zhang, Meng-Hao Guo, Miao Wang et al.

Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration

Siyang Feng, Huadeng Wang, Chu Han et al.

Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows

Xianglin Qiu, Xiaoyang Wang, Zhen Zhang et al.

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation

I-Hsiang Chen, Hua-En Chang, Wei-Ting Chen et al.

Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation

Jian Wang, Tianhong Dai, Bingfeng Zhang et al.

TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation

Zhidong Yu, Wei Yang, Xike Xie et al.

$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data

Sheida Rahnamai Kordasiabi, Damian Nogare, Florian Jug

Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples

Zhidong Yu, Wei Yang, Xike Xie et al.

Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion

Xiangfeng Xu, Pinyi Zhang, Wenxuan Huang et al.

VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models

Qian Wang, Abdelrahman Eldesokey, Mohit Mendiratta et al.

RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation

Zixun Wang, Ben Dai

Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation

Fan Li, Xuanbin Wang, Xuan Wang et al.

Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation

Rui Sun, Huayu Mai, Wangkai Li et al.

Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Segmentation

Jiafan Zhuang, Zilei Wang, Yixin Zhang et al.

Integrating Low-Level Visual Cues for Enhanced Unsupervised Semantic Segmentation

Yuhao Qing, Dan Zeng, Shaorong Xie et al.

Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation

Huyong Wang, Huisi Wu, Jing Qin

In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images

Junao Shen, Qiyun Hu, Tian Feng et al.

Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

Yajie Liu, Guodong Wang, Jinjin Zhang et al.

Prompt-Driven Referring Image Segmentation with Instance Contrasting

Chao Shang, Zichen Song, Heqian Qiu et al.

HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection

Fengzhe Zhou, Humphrey Shi

Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts

Maoxian Wan, Kaige Li, Qichuan Geng et al.

MRFS: Mutually Reinforcing Image Fusion and Segmentation

HAO ZHANG, Xuhui Zuo, Jie Jiang et al.

Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity

Chen Yi Lu, Kasra Derakhshandeh, Somali Chaterji

OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation

Aniruddh Sikdar, Jayant Teotia, Suresh Sundaram

Multi-modal Segment Anything Model for Camouflaged Scene Segmentation

Guangyu Ren, Hengyan Liu, Michalis Lazarou et al.

Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations

Zhiyi Pan, Nan Zhang, Wei Gao et al.

Prompting Multi-Modal Image Segmentation with Semantic Grouping