Stepwise Feature Fusion: Local Guides Global

7 March 2022

Jionglong Su

Papers citing "Stepwise Feature Fusion: Local Guides Global"

46 / 46 papers shown

Title
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 32 0 0 09 May 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 25 0 0 15 Apr 2025
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation Laibin Chang Yunke Wang JiaXing Huang Longxiang Deng Bo Du Chang Xu DiffM 58 0 0 03 Apr 2025
Coca-Splat: Collaborative Optimization for Camera Parameters and 3D Gaussians Jiamin Wu Hongyang Li Xiaoke Jiang Yuan Yao Lei Zhang 3DGS 51 0 0 01 Apr 2025
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation C. Shiranthika Zahra Hafezi Kafshgari Hadi Hadizadeh Parvaneh Saeedi FedML 45 0 0 26 Mar 2025
LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images Fiseha B. Tesema Alejandro Guerra Manzanares Tianxiang Cui Qian Zhang Moses Solomon Sean He 59 0 0 24 Mar 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 90 1 0 20 Jan 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 153 12 0 20 Jan 2025
Beyond Words: AuralLLM and SignMST-C for Sign Language Production and Bidirectional Accessibility Yulong Li Yuxuan Zhang Feilong Tang M. Zhou Zhixiang Lu ... Jionglong Su Chong Li Yifang Wang Imran Razzak Jionglong Su SLR 38 0 0 01 Jan 2025
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 46 4 0 22 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Xiaozhong Liu H. Shen Xiaofeng Zhu Ping Hu VLM 48 4 0 07 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 23 0 0 03 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 29 0 0 02 Oct 2024
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation Yiwen Hu Jun Wei Yuncheng Jiang Haoyang Li Shuguang Cui Zhen Li Song Wu 26 0 0 25 Sep 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 41 1 0 22 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 40 5 0 12 Aug 2024
Polyp segmentation in colonoscopy images using DeepLabV3++ A. Muzahidul Islam Sadia Shakiba Bhuiyan Mysun Mashira Md. Rayhan Ahmed Salekul Islam Swakkhar Shatabda 54 2 0 27 Jul 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation Dinh-Phu Tran Quoc-Anh Nguyen Van-Truong Pham Thi-Thao Tran ViT MedIm 26 5 0 24 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Dingwen Zhang Jieru Yao Longfei Han Zhongyu Li J. Han 46 10 0 30 Jun 2024
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process Tianyu Lin Zhiguang Chen Zhonghao Yan Weijiang Yu Fudan Zheng MedIm 30 7 0 26 Jun 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation Lingjie Kong Qiaoling Wei Chengming Xu Han Chen Yanwei Fu 28 0 0 26 Jun 2024
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation Quang Vinh Nguyen V. Huynh Soo-Hyung Kim 30 3 0 13 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 32 33 0 11 May 2024
Contextrast: Contextual Contrastive Learning for Semantic Segmentation Chan-Yong Sung Wanhee Kim Jungho An Wooju Lee Hyungtae Lim Hyun Myung 52 12 0 16 Apr 2024
ProMISe: Promptable Medical Image Segmentation using SAM Jinfeng Wang Sifan Song Xinkun Wang Yiyi Wang Yiyi Miao Jionglong Su S. Kevin Zhou MedIm 41 1 0 07 Mar 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 27 5 0 03 Feb 2024
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation Saiyang Na Yuzhi Guo Feng Jiang Hehuan Ma Junzhou Huang VLM MedIm 21 14 0 24 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 33 10 0 22 Jan 2024
Using DUCK-Net for Polyp Image Segmentation Razvan-Gabriel Dumitru Darius Peteleaza Catalin Craciun SSeg 14 81 0 03 Nov 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 29 33 0 24 Oct 2023
Medical Image Segmentation via Sparse Coding Decoder Long Zeng Kaigui Wu MedIm 26 3 0 17 Oct 2023
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies Xuefeng Wei Xuan Zhou MedIm 22 0 0 12 Sep 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 29 0 0 07 Aug 2023
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation JunChao Wei Yiwen Hu Shuguang Cui S.Kevin Zhou Zhen Li 34 18 0 20 Jul 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 25 16 0 29 May 2023
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models Zhongxi Chen Ke Sun Xianming Lin Rongrong Ji DiffM 30 27 0 29 May 2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm ViT 24 44 0 29 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 31 10 0 03 Mar 2023
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Feilong Tang Q. Huang Jinfeng Wang Xianxu Hou Jionglong Su Jingxin Liu ViT MedIm 32 49 0 21 Dec 2022
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization S. Nagendra Chaopeng Shen Daniel Kifer MQ 32 8 0 12 Nov 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 100 3 0 10 Oct 2022
FCN-Transformer Feature Fusion for Polyp Segmentation Edward Sanderson B. Matuszewski ViT MedIm 27 117 0 17 Aug 2022
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Qi Chang Danish Ahmad J.W. Toth R. Bascom W. Higgins MedIm 21 49 0 15 Jul 2022
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 256 621 0 21 May 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021