PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

18 August 2019

Papers citing "PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment"

50 / 156 papers shown

Title
IA-MVS: Instance-Focused Adaptive Depth Sampling for Multi-View Stereo Yinzhe Wang Yiwen Xiao Hu Wang Yiping Xu Yan Tian 3DV 19 0 0 19 May 2025
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations Florent Chiaroni Ali Ayub Ola Ahmad 22 0 0 18 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 49 0 0 14 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 44 0 0 06 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 86 0 0 30 Apr 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 64 0 0 28 Apr 2025
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining Wei Zhuo Zhiyue Tang Wufeng Xue Hao Ding Linlin Shen 29 0 0 22 Apr 2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning Zixuan Zheng Yilei Shi Chunlei Li Jingliang Hu Xiao Xiang Zhu Lichao Mou 48 0 0 19 Mar 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 20 0 17 Jan 2025
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation Zhenyang Feng Zihe Wang Saul Ibaven Bueno Tomasz Frelek Advikaa Ramesh ... Hilmar Lapp Charles V. Stewart T. Berger-Wolf Yu-Chuan Su Wei-Lun Chao 58 0 0 12 Jan 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation S. Park Subeen Lee Hyun Seok Seong Jaejoon Yoo Jae-Pil Heo 47 1 0 03 Jan 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 70 1 0 31 Dec 2024
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 80 5 0 31 Dec 2024
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Yazhou Zhu Minxian Li Qiaolin Ye Shidong Wang Tong Xin Haofeng Zhang 35 0 0 01 Oct 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 98 0 0 14 Sep 2024
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Terrence Chen Shanhui Sun VLM 57 5 0 16 Aug 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 53 1 0 07 Aug 2024
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection F. Barbato Umberto Michieli J. Moon Pietro Zanuttigh Mete Ozay 49 2 0 01 Jul 2024
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation Xinyue Chen Miaojing Shi 50 0 0 01 Jun 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 52 1 0 24 May 2024
Feature Purified Transformer With Cross-level Feature Guiding Decoder For Multi-class OOD and Anomaly Deteciton Chun-Wei Lin Pi-Wei Chen Chao-Chun Chen OODD 44 0 0 30 Apr 2024
Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation Shihong Wang Ruixun Liu Kaiyu Li Jiawei Jiang Xiangyong Cao 40 2 0 08 Apr 2024
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Lingdong Shen Fangxin Shang Xiaoshuang Huang Yehui Yang Haifeng Huang Shiming Xiang VLM 39 3 0 25 Mar 2024
MatchSeg: Towards Better Segmentation via Reference Image Matching Ruiqiang Xiao Jiayu Huo Haotian Zheng Yang Liu Sebastien Ourselin Rachel Sparks VLM MedIm 39 1 0 23 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 63 6 0 14 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 47 3 0 08 Mar 2024
VRP-SAM: SAM with Visual Reference Prompt Yanpeng Sun Jiahui Chen Shan Zhang Xinyu Zhang Qiang Chen Gang Zhang Errui Ding Jingdong Wang Zechao Li 54 32 0 27 Feb 2024
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 33 11 0 09 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan Maurice Pagnucco Yang Song 28 3 0 08 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 43 11 0 29 Nov 2023
On the Importance of Large Objects in CNN Based Object Detection Algorithms Ahmed Ben Saad Gabriele Facciolo Axel Davy ObjD 27 2 0 20 Nov 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 27 6 0 20 Sep 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Yazhou Zhu Shidong Wang Tong Xin Zheng-Wei Zhang Haofeng Zhang 20 10 0 20 Sep 2023
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Yazhou Zhu Shidong Wang Tong Xin Haofeng Zhang ViT MedIm 47 14 0 09 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
Masked Cross-image Encoding for Few-shot Segmentation Wenbo Xu Huaxi Huang Mingg-Ming Cheng Litao Yu Qiang Wu Jian Zhang 48 4 0 22 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 33 14 0 06 Aug 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 34 14 0 27 Jul 2023
Dense Affinity Matching for Few-Shot Segmentation Hao Chen Yonghan Dong Zhe-Ming Lu YunLong Yu Yingming Li Jungong Han Zhongfei Zhang 46 8 0 17 Jul 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 38 2 0 15 Jul 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 49 0 0 13 Jul 2023
Image Blending Algorithm with Automatic Mask Generation Haochen Xue Min Jin Chong Zhang Yuxuan Huang Q. Weng Xiaobo Jin 22 0 0 08 Jun 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai Lefei Zhang W. Zuo 56 3 0 31 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 38 30 0 23 May 2023
Latent Distribution Adjusting for Face Anti-Spoofing Qinghong Sun Zhen-fei Yin Yichao Wu Yuanhan Zhang Jing Shao OOD CVBM 31 0 0 16 May 2023
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation Zewen Zheng Guoheng Huang Xiaochen Yuan Chi-Man Pun Hongzhi Liu Wing-Kuen Ling 40 22 0 12 May 2023
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 32 4 0 13 Apr 2023
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Rushuang Zhou Weishan Ye Zhiguo Zhang Yanyang Luo Li Zhang Linling Li G. Huang Yining Dong Yuan Zhang Zhen Liang 41 9 0 27 Mar 2023
A novel Multi to Single Module for small object detection Xiaohui Guo ObjD 30 5 0 27 Mar 2023
Decomposed Prototype Learning for Few-Shot Scene Graph Generation Xingchen Li Long Chen Guikun Chen Yinfu Feng Yi Yang Jun Xiao 35 6 0 20 Mar 2023