DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
Lesion-aware network for diabetic retinopathy diagnosis Xue Xia Kun Zhan Yuming Fang Wenhui Jiang Fei Shen MedIm 27 1 0 14 Aug 2024
Ensemble architecture in polyp segmentation Hao-Yun Hsu Yi-Ching Cheng Guan-Hua Huang 37 0 0 14 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 47 7 0 13 Aug 2024
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection Jia Wei Yongqian Li Meiyu Qiu Hongyu Chen Xiaomao Fan Wenbin Lei 30 2 0 10 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 40 9 0 09 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 54 19 0 08 Aug 2024
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios Sriram Mandalika Athira Nambiar 19 1 0 08 Aug 2024
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling William Y. Zhu Keren Ye Junjie Ke Jiahui Yu Leonidas J. Guibas P. Milanfar Feng Yang 45 2 0 07 Aug 2024
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model Mingcan Xiang Steven Jiaxun Tang Qizheng Yang Hui Guan Tongping Liu VLM 39 0 0 07 Aug 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning Afzal Hossain Tipu Sultan Stephanie Schuckers CVBM 35 0 0 06 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 38 6 0 05 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 59 1 0 02 Aug 2024
Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models Afia Anjum Xiang Liu Zhaoxiang Liu Ning Wang Shiguo Lian VLM MLLM 41 0 0 02 Aug 2024
A dual-task mutual learning framework for predicting post-thrombectomy cerebral hemorrhage Chengbo Zang Tianyu Wang Xiaodan Xing Mianxin Liu Javad Ghaderi Z. Kostić Dinggang Shen 27 0 0 01 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 52 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
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 51 8 0 31 Jul 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 21 0 0 31 Jul 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation Qun Li Baoquan Sun Fu Xiao Yonggang Qi B. Bhanu 51 0 0 27 Jul 2024
Few-Shot Medical Image Segmentation with Large Kernel Attention Sissi Xiaoxiao Wu Xiaowei Chen Zhenguo Gao Shulei Qu Yuanyuan Qiu 41 0 0 27 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 51 1 0 26 Jul 2024
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms Sophia J. Abraham Jin Huang Brandon RichardWebster Michael Milford Jonathan D. Hauenstein Walter J. Scheirer 45 0 0 25 Jul 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Xiao Liu Peng Gao Tao Yu Fei-Yue Wang Ruyue Yuan MedIm ViT 39 14 0 25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 30 3 0 24 Jul 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation Dinh-Phu Tran Quoc-Anh Nguyen Van-Truong Pham Thi-Thao Tran ViT MedIm 29 5 0 24 Jul 2024
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste Qinfeng Zhu Ningxin Weng Lei Fan Yuanzhi Cai 39 0 0 24 Jul 2024
ESOD: Efficient Small Object Detection on High-Resolution Images Kai-Chun Liu Zhihang Fu Sheng Jin Ze Chen Fan Zhou Rongxin Jiang Yao-Shen Chen Jieping Ye ObjD 41 2 0 23 Jul 2024
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification Shuyi Ouyang Hongyi Wang Ziwei Niu Zhenjia Bai Shiao Xie Yingying Xu Ruofeng Tong Yen-Wei Chen Lanfen Lin VLM 33 1 0 23 Jul 2024
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision Aditya Krishnan Jayneel Vora Prasant Mohapatra VLM 16 0 0 23 Jul 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight Ziyuan Huang Kaixiang Ji Biao Gong Zhiwu Qing Qinglong Zhang Kecheng Zheng Jian Wang Jingdong Chen Ming Yang LRM 42 1 0 22 Jul 2024
HyperbolicLR: Epoch insensitive learning rate scheduler Tae-Geun Kim 34 2 0 21 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 33 2 0 19 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 37 2 0 18 Jul 2024
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Chang Liu Giulia Rizzoli Pietro Zanuttigh Fu Li Yi Niu CLL 53 1 0 18 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 42 1 0 18 Jul 2024
Unsupervised Domain Adaptive Lane Detection via Contextual Contrast and Aggregation Kunyang Zhou Yunjian Feng Jun Li 42 1 0 18 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 40 0 0 17 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 31 0 0 16 Jul 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach Truong Thanh Hung Nguyen Phuc Truong Loc Nguyen Hung Cao 29 3 0 16 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 2024
MaskVD: Region Masking for Efficient Video Object Detection Sreetama Sarkar Gourav Datta Souvik Kundu Kai Zheng Chirayata Bhattacharyya P. Beerel 27 3 0 16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 27 8 0 16 Jul 2024
Relational Representation Distillation Nikolaos Giakoumoglou Tania Stathaki 40 0 0 16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir Timo Bartels Jan Piewek Thorsten Bagdonat Tim Fingscheidt 35 0 0 15 Jul 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu Guosheng Lin Chen Change Loy Cheng Long Ziyue Li Rui Zhao 34 2 0 13 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 41 4 0 13 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 39 2 0 12 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 30 0 0 11 Jul 2024
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter Suqi Song Chenxu Zhang Peng Zhang Pengkun Li Fenglong Song Lei Zhang VLM 36 0 0 11 Jul 2024
Trainable Highly-expressive Activation Functions Irit Chelly Shahaf E. Finder Shira Ifergane O. Freifeld 31 4 0 10 Jul 2024