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 / 257 papers shown

Title
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga S. Swarup S. Nouwakpo Amanda Wilson M. Marathe 31 0 0 13 May 2025
Split Matching for Inductive Zero-shot Semantic Segmentation Jialei Chen Xu Zheng Dongyue Li Chong Yi Seigo Ito D. Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi VLM 54 0 0 08 May 2025
A Novel WaveInst-based Network for Tree Trunk Structure Extraction and Pattern Analysis in Forest Inventory Chenyang Fan Xujie Zhu Taige Luo Sheng Xu Zhulin Chen Hongxin Yang 28 0 0 03 May 2025
Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing Fahong Zhang Yilei Shi Xiao Xiang Zhu 43 0 0 02 May 2025
Learning a General Model: Folding Clothing with Topological Dynamics Yiming Liu Lijun Han Enlin Gu Hesheng Wang AI4CE 128 0 0 29 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
Foundation Model-Driven Framework for Human-Object Interaction Prediction with Segmentation Mask Integration Juhan Park Kyungjae Lee Hyung Jin Chang Jungchan Cho VLM 66 0 0 28 Apr 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 34 0 0 08 Apr 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation Anzhe Cheng Chenzhong Yin Yu Chang Heng Ping Shixuan Li Shahin Nazarian Paul Bogdan SSeg 86 0 0 11 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
Boltzmann Attention Sampling for Image Analysis with Small Objects Theodore Zhao Sid Kiblawi Naoto Usuyama Ho Hin Lee Sam Preston Hoifung Poon Mu-Hsin Wei MedIm 73 0 0 04 Mar 2025
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images Thien B. Nguyen-Tat Hoang-An Vo Phuoc-Sang Dang 65 0 0 17 Feb 2025
Disharmony: Forensics using Reverse Lighting Harmonization P. W. Shin Jack Sampson Vijaykrishnan Narayanan Andres Marquez Mahantesh Halappanavar DiffM 46 0 0 20 Jan 2025
Region-Guided Attack on the Segment Anything Model (SAM) Xiaoliang Liu F. Shen Jian Zhao AAML 28 0 0 03 Jan 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 51 0 0 03 Jan 2025
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 72 5 0 31 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 112 1 0 16 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 85 1 0 29 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 34 1 0 14 Nov 2024
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation Ruting Chi Zhiyi Huang Yuexing Han ISeg 25 0 0 21 Oct 2024
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment Yankai Jiang Wenhui Lei Xiaofan Zhang S. Zhang MedIm 32 2 0 21 Oct 2024
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration Yiwei Guo Shaobin Zhuang Kunchang Li Yu Qiao Yali Wang VLM CLIP 26 0 0 16 Oct 2024
Order-aware Interactive Segmentation Bin Wang Anwesa Choudhuri Meng Zheng Zhongpai Gao Benjamin Planche Andong Deng Qin Liu Terrence Chen Ulas Bagci Ziyan Wu VLM 127 1 0 16 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 51 8 0 14 Oct 2024
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes Jianqi Chen Panwen Hu Xiaojun Chang Z. Shi Michael C. Kampffmeyer Xiaodan Liang 48 5 0 14 Oct 2024
COCO-OLAC: A Benchmark for Occluded Panoptic Segmentation and Image Understanding Wenbo Wei Jun Wang Abhir Bhalerao 126 0 0 19 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 93 0 0 14 Sep 2024
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather Conditions Furqan Ahmed Shaik Sandeep Nagar Aiswarya Maturi Harshit Kumar Sankhla Dibyendu Ghosh Anshuman Majumdar Srikanth Vidapanakal Kunal Chaudhary Sunny Manchanda Girish Varma 37 0 0 09 Sep 2024
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection Mingjin Zhang Chi Zhang Qiming Zhang Yunsong Li Xinbo Gao Jing Zhang VLM 30 3 0 07 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
A Simple and Generalist Approach for Panoptic Segmentation Nedyalko Prisadnikov Wouter Van Gansbeke Danda Pani Paudel Luc Van Gool VLM 43 0 0 29 Aug 2024
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended? Chen Liang Qiang Guo Xiaochao Qu Luoqi Liu Ting Liu VOS 34 0 0 20 Aug 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Beoungwoo Kang Seunghun Moon Yubin Cho Hyunwoo Yu Suk-Ju Kang ViT MedIm 26 8 0 14 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 40 0 0 11 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation Xudong Xie Yuzhe Li Yang Liu Zhifei Zhang Zhaowen Wang Wei Xiong Xiang Bai DiffM 50 2 0 31 Jul 2024
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment Anurag Das Xinting Hu Li Jiang Bernt Schiele VLM 46 3 0 31 Jul 2024
Strike a Balance in Continual Panoptic Segmentation Jinpeng Chen Runmin Cong Yuxuan Luo H. Ip Sam Kwong 40 4 0 23 Jul 2024
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation Pengfei Chen Lingxi Xie Xinyue Huo Xuehui Yu Xiaopeng Zhang Yingfei Sun Zhenjun Han Qi Tian VLM 68 1 0 23 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 31 2 0 19 Jul 2024
GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation Haonan Wang Jie Liu Jie Tang Gangshan Wu Bo Xu Y. Kevin Chou Yong Wang ViT 36 2 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 44 0 0 15 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 29 1 0 14 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 35 4 0 13 Jul 2024
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao Zhuotao Tian Hang Zhao Jingyong Su VLM 36 15 0 11 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 33 4 0 10 Jul 2024
CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation Yuejiao Su Yi Wang Lap-Pui Chau 62 1 0 08 Jul 2024
CPM: Class-conditional Prompting Machine for Audio-visual Segmentation Yuanhong Chen Chong Wang Yuyuan Liu Hu Wang Gustavo Carneiro 40 2 0 07 Jul 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images Weiyi Xie Nathalie Willems Shubham Patil Yang Li Mayank Kumar 54 13 0 05 Jul 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 24 1 0 02 Jul 2024