High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity

14 October 2024

Qian Yu

Peng-Tao Jiang

Hao Zhang

Jinwei Chen

Bo Li

Lihe Zhang

Huchuan Lu

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Papers citing "High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity"

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Title
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Xianjie Liu Keren Fu Qijun Zhao MDE 87 0 0 08 Mar 2025
BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation Maxwell Meyer Jack Spruyt 73 0 0 08 Jan 2025
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 45 6 0 13 Sep 2024
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation Xiang Zhang Bingxin Ke Hayko Riemenschneider Nando Metzger Anton Obukhov Markus H. Gross Konrad Schindler Christopher Schroers DiffM MDE 61 8 0 25 Jul 2024
Multi-view Aggregation Network for Dichotomous Image Segmentation Qian Yu Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 63 17 0 11 Apr 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 58 47 0 18 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 64 114 0 18 Mar 2024
DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation Xiaobin Hu Xu Peng Donghao Luo Xiaozhong Ji Jinlong Peng Zhengkai Jiang Jiangning Zhang Taisong Jin Chengjie Wang Rongrong Ji DiffM 74 6 0 10 Mar 2024
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Peng Zheng Dehong Gao Deng-Ping Fan Li Liu Jorma T. Laaksonen W. Ouyang N. Sebe 49 32 0 07 Jan 2024
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection Yunfan Ye K. Xu Yuhang Huang Renjiao Yi Zhiping Cai 133 38 0 04 Jan 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 67 7 0 10 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 73 155 0 04 Dec 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 160 364 0 28 Nov 2023
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection Youwei Pang Xiaoqi Zhao Tian-Zhu Xiang Lihe Zhang Huchuan Lu 44 28 0 31 Oct 2023
Wonder3D: Single Image to 3D using Cross-Domain Diffusion Xiaoxiao Long Yuanchen Guo Cheng Lin Yuan Liu Zhiyang Dou ... Yuexin Ma Song-Hai Zhang Marc Habermann Christian Theobalt Wenping Wang 63 424 0 23 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 58 448 0 06 Oct 2023
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation Jialun Pei Zhangjun Zhou Yueming Jin He Tang Pheng-Ann Heng 61 12 0 26 Jul 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation Hefeng Wang Jiale Cao Rao Muhammad Anwer J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 61 18 0 06 Jun 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 88 132 0 30 Mar 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated Network Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 55 15 0 18 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 70 4,015 1 10 Feb 2023
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Taehung Kim Kunhee Kim J. Lee D. Cha Ji-Heon Lee Daijin Kim 60 42 0 20 Sep 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang 70 47 0 17 Jun 2022
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Chenxi Xie Changqun Xia Mingcan Ma Zhirui Zhao Xiaowu Chen Jia Li 75 91 0 11 Apr 2022
Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 72 21 0 09 Mar 2022
Highly Accurate Dichotomous Image Segmentation Xuebin Qin H. Dai Xiaobin Hu Deng-Ping Fan Ling Shao and Luc Van Gool 61 105 0 06 Mar 2022
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Youwei Pang Xiaoqi Zhao Tian-Zhu Xiang Zhang Lihe Huchuan Lu ObjD 60 217 0 05 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 265 15,081 0 20 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 60 299 0 01 Dec 2021
Anabranch Network for Camouflaged Object Segmentation Trung-Nghia Le Tam V. Nguyen Zhongliang Nie M. Tran Akihiro Sugimoto 69 486 0 20 May 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction Feng Liu Luan Tran Xiaoming Liu 3DV 47 16 0 02 Apr 2021
Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin Deng-Ping Fan Chenyang Huang Cyril Diagne Zichen Zhang Adria Cabeza SantÁnna Albert Suàrez Martin Jägersand Ling Shao SSeg 39 80 0 12 Jan 2021
Meticulous Object Segmentation Chenglin Yang Yilin Wang Jianming Zhang He Zhang Zhe Lin Alan Yuille 77 10 0 13 Dec 2020
Multi-scale Interactive Network for Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu ObjD 50 594 0 17 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 60 204 0 17 Jul 2020
Suppress and Balance: A Simple Gated Network for Salient Object Detection Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 65 418 0 16 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 299 17,550 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 212 10,591 0 17 Feb 2020
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 581 4,735 0 13 May 2019
Enhanced-alignment Measure for Binary Foreground Map Evaluation Deng-Ping Fan Cheng Gong Yang Cao Bo Ren Ming-Ming Cheng Ali Borji 100 1,213 0 26 May 2018
Structure-measure: A New Way to Evaluate Foreground Maps Deng-Ping Fan Ming-Ming Cheng Yun-Hai Liu Tao Li Ali Borji 104 1,360 0 02 Aug 2017