ECCV 2022

1,645 papers

Pointly-Supervised Panoptic Segmentation

Junsong Fan, Zhaoxiang Zhang, Tieniu Tan

What to Hide from Your Students: Attention-Guided Masked Image Modeling

Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc

Improving Few-Shot Part Segmentation Using Coarse Supervision

Oindrila Saha, Zezhou Cheng, Subhransu Maji

Unsupervised Visual Representation Learning by Synchronous Momentum Grouping

Bo Pang, Yifan Zhang, Yaoyi Li, Jia Cai, Cewu Lu

Bootstrapped Masked Autoencoders for Vision BERT Pretraining

Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Weiming Zhang

Mc-BEiT: Multi-Choice Discretization for Image BERT Pre-training

Xiaotong Li, Yixiao Ge, Kun Yi, Zixuan Hu, Ying Shan

Active Learning Strategies for Weakly-Supervised Object Detection

Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez

Weakly Supervised Object Localization through Inter-class Feature Similarity and Intra-Class Appearance Consistency

Jun Wei, Sheng wang, S. Kevin Zhou, Shuguang Cui, Zhen Li

Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation

Jogendra Nath Kundu, Suvaansh Bhambri, Akshay Kulkarni, Hiran Sarkar, Varun Jampani

Vibration-Based Uncertainty Estimation for Learning from Limited Supervision

Hengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian

Open-Set Semi-Supervised Object Detection

Yen-Cheng Liu, CHIH-YAO MA, Xiaoliang Dai, Junjiao Tian, Peter Vajda

Demystifying Unsupervised Semantic Correspondence Estimation

Mehmet Aygun, Oisin Mac Aodha

SdAE: Self-Distillated Masked Autoencoder

Yabo Chen, Yuchen Liu, Dongsheng Jiang, XIAOPENG ZHANG, Wenrui Dai

Generative Subgraph Contrast for Self-Supervised Graph Representation Learning

Yuehui Han, Le Hui, Haobo Jiang, Jianjun Qian, Jin Xie

Cross-Domain Few-Shot Semantic Segmentation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du

Learning Regional Purity for Instance Segmentation on 3D Point Clouds

Shichao Dong, Guosheng Lin, Tzu-Yi Hung

Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation

Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham

UCTNet: Uncertainty-Aware Cross-Modal Transformer Network for Indoor RGB-D Semantic Segmentation

Xiaowen Ying, Mooi Choo Chuah

Fast Two-View Motion Segmentation Using Christoffel Polynomials

Bengisu Ozbay, Octavia Camps, Mario Sznaier

A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-Language Model

Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao

Unsupervised Segmentation in Real-World Images via Spelke Object Inference

Honglin Chen, Rahul Venkatesh, Yoni Friedman, Jiajun Wu, Joshua B. Tenenbaum

Learning Topological Interactions for Multi-Class Medical Image Segmentation

Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy

RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation

Haodi He, YUHUI YUAN, Xiangyu Yue, Han Hu

Video Instance Segmentation via Multi-Scale Spatio-Temporal Split Attention Transformer

Omkar Thawakar, Sanath Narayan, Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer

Global Spectral Filter Memory Network for Video Object Segmentation

Yong Liu, Ran Yu, Jiahao Wang, Xinyuan Zhao, Yitong Wang

SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection

Minhyeok Lee, Chaewon Park, Suhwan Cho, Sangyoun Lee

BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation

Ye Yu, Jialin Yuan, Gaurav Mittal, Li Fuxin, Mei Chen

Point MixSwap: Attentional Point Cloud Mixing via Swapping Matched Structural Divisions

Ardian Umam, Cheng-Kun Yang, Yung-Yu Chuang, Jen-Hui Chuang, Yen-yu Lin

Union-Set Multi-source Model Adaptation for Semantic Segmentation

Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama

Geodesic-Former: A Geodesic-Guided Few-Shot 3D Point Cloud Instance Segmenter

Tuan Ngo, Khoi Nguyen

Laplacian Mesh Transformer: Dual Attention and Topology Aware Network for 3D Mesh Classification and Segmentation

Xiao-Juan Li, jie Yang, Fang-Lue Zhang

Instance As Identity: A Generic Online Paradigm for Video Instance Segmentation

Feng Zhu, Zongxin Yang, Xin Yu, Yi Yang, Yunchao Wei

Quantum Motion Segmentation

Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik

Learning Implicit Feature Alignment Function for Semantic Segmentation

Hanzhe Hu, Yinbo Chen, Jiarui Xu, Shubhankar Borse, Hong Cai

Learning Quality-Aware Dynamic Memory for Video Object Segmentation

Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao

D2ADA: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation

Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen

One-Trimap Video Matting

Hongje Seong, Seoung Wug Oh, Brian Price, Euntai Kim, Joon-Young Lee

Multi-Scale and Cross-Scale Contrastive Learning for Semantic Segmentation

Theodoros Pissas, Claudio S. Ravasio, Lyndon Da Cruz, Christos Bergeles

Abstracting Sketches through Simple Primitives

Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata

Slim Scissors: Segmenting Thin Object from Synthetic Background

Kunyang Han, Jun Hao Liew, Jiashi Feng, Huawei Tian, Yao Zhao

Interclass Prototype Relation for Few-Shot Segmentation

Atsuro Okazawa

Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment

Zihan Lin, Zilei Wang, Yixin Zhang

Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation

Sung-Hoon Yoon, Hyeokjun Kweon, Jegyeong Cho, Shinjeong Kim, Kuk-Jin Yoon

SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness

Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip H. S. Torr

k-Means Mask Transformer

Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell Collins, Yukun Zhu

MVSalNet:Multi-View Augmentation for RGB-D Salient Object Detection

Jiayuan Zhou, Lijun Wang, Huchuan Lu, Kaining Huang, Xinchu Shi

TransMatting: Enhancing Transparent Objects Matting with Transformers

Huanqia Cai, Fanglei Xue, Lele Xu, Lili Guo

3D Instances as 1D Kernels

Yizheng Wu, Min Shi, Shuaiyuan Du, Hao Lu, Zhiguo Cao

Dense Gaussian Processes for Few-Shot Segmentation

Joakim Johnander, Johan Edstedt, Michael Felsberg, Fahad Shahbaz Khan, Martin Danelljan

Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation

Tong Wu, Guangyu Gao, Junshi Huang, Xiaolin Wei, Xiaoming Wei

Data Efficient 3D Learner via Knowledge Transferred from 2D Model

Ping-Chung Yu, Cheng Sun, Min Sun

2D Amodal Instance Segmentation Guided by 3D Shape Prior

Zhixuan Li, Weining Ye, Tingting Jiang, Tiejun Huang

Perceptual Artifacts Localization for Inpainting

Lingzhi Zhang, Yuqian Zhou, Connelly Barnes, Sohrab Amirghodsi, Zhe Lin

"Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications"

Lingzhi Zhang, Shenghao Zhou, Simon Stent, Jianbo Shi

Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation

Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim

AdaAfford: Learning to Adapt Manipulation Affordance for 3D Articulated Objects via Few-Shot Interactions

Yian Wang, Ruihai Wu, Kaichun Mo, Jiaqi Ke, Qingnan Fan

TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation

Zhaoyuan Yin, Pichao WANG, Fan Wang, Xianzhe Xu, Hanling Zhang

Waymo Open Dataset: Panoramic Video Panoptic Segmentation

Jieru Mei, Alex Zihao Zhu, Xinchen Yan, Hang Yan, Siyuan Qiao

Adaptive Agent Transformer for Few-Shot Segmentation

Yuan Wang, Rui Sun, Zhe Zhang, Tianzhu Zhang

Point Primitive Transformer for Long-Term 4D Point Cloud Video Understanding

Hao Wen, Yunze Liu, Jingwei Huang, Bo Duan, Li Yi

Box-Supervised Instance Segmentation with Level Set Evolution

Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xian-Sheng Hua

Video Mask Transfiner for High-Quality Video Instance Segmentation

Lei Ke, Henghui Ding, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang

3D Compositional Zero-Shot Learning with DeCompositional Consensus

Muhammad Ferjad Naeem, Evin Pınar Örnek, Yongqin Xian, Luc Van Gool, Federico Tombari

Extract Free Dense Labels from CLIP

Chong Zhou, Chen Change Loy, Bo Dai

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds

Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang

Self-Distillation for Robust LiDAR Semantic Segmentation in Autonomous Driving

Jiale Li, Hang Dai, Yong Ding

XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Ho Kei Cheng, Alexander G. Schwing

A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining

Bowen Shi, Dongsheng Jiang, XIAOPENG ZHANG, Han Li, Wenrui Dai

Active Pointly-Supervised Instance Segmentation

Chufeng Tang, Lingxi Xie, Gang Zhang, XIAOPENG ZHANG, Qi Tian

In Defense of Online Models for Video Instance Segmentation

Junfeng Wu, Qihao Liu, Yi Jiang, Song Bai, Alan Yuille

Saliency Hierarchy Modeling via Generative Kernels for Salient Object Detection

Wenhu Zhang, Liangli Zheng, Huanyu Wang, Xintian Wu, Xi Li

SeqFormer: Sequential Transformer for Video Instance Segmentation

Junfeng Wu, Yi Jiang, Song Bai, Wenqing Zhang, Xiang Bai

Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee

CAR: Class-Aware Regularizations for Semantic Segmentation

Ye Huang, Di Kang, Liang Chen, Xuefei Zhe, Wenjing Jia

OCR-Free Document Understanding Transformer

Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park

Pure Transformer with Integrated Experts for Scene Text Recognition

Yew Lee Tan, Adams Wai-Kin Kong, Jung-jae Kim

SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition

Dajian Zhong, Shujing Lyu, Palaiahnakote Shivakumara, Bing Yin, Jiajia Wu

Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features

Byeonghu Na, Yoonsik Kim, Sungrae Park

TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers

Oren Nuriel, Sharon Fogel, Ron Litman

Don’t Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context

Chongyu Liu, LianWen Jin, Yuliang Liu, Canjie Luo, Bangdong Chen

CoMER: Modeling Coverage for Transformer-Based Handwritten Mathematical Expression Recognition

Wenqi Zhao, Liangcai Gao

Contextual Text Block Detection towards Scene Text Understanding

Chuhui Xue, Jiaxing Huang, Wenqing Zhang, Shijian Lu, Changhu Wang

Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting

Ying Chen, Liang Qiao, Zhanzhan Cheng, Shiliang Pu, Yi Niu

Multi-Granularity Prediction for Scene Text Recognition

Peng Wang, Cheng Da, Cong Yao

Levenshtein OCR

Cheng Da, Peng Wang, Cong Yao

Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition

Xudong Xie, Ling Fu, Zhifei Zhang, Zhaowen Wang, Xiang Bai

Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting

Chuhui Xue, Wenqing Zhang, YU HAO, Shijian Lu, Philip H. S. Torr

COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts

Jeonghun Baek, Yusuke Matsui, Kiyoharu Aizawa

GLASS: Global to Local Attention for Scene-Text Spotting

Roi Ronen, Shahar Tsiper, Oron Anschel, Inbal Lavi, Amir Markovitz

Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning

Jingqun Tang, Wenming Qian, Luchuan Song, Xiena Dong, Lan Li

Detecting Tampered Scene Text in the Wild

Yuxin Wang, Hongtao Xie, Mengting Xing, Jing Wang, Shenggao Zhu

When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition

Bohan Li, Ye Yuan, dingkang liang, Xiao Liu, Zhilong Ji

Scene Text Recognition with Permuted Autoregressive Sequence Models

Darwin Bautista, Rowel Atienza

MonteBoxFinder: Detecting and Filtering Primitives to Fit a Noisy Point Cloud

Michael Ramamonjisoa, Sinisa Stekovic, Vincent Lepetit

Video Restoration Framework and Its Meta-Adaptations to Data-Poor Conditions

Prashant W Patil, Sunil Gupta, Santu Rana, Svetha Venkatesh

3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching

Runyu Mao, Chen Bai, Yatong An, Fengqing Zhu, Cheng Lu

Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation

Wencan Cheng, Jong Hwan Ko

Break and Make: Interactive Structural Understanding Using LEGO Bricks

Aaron Walsman, Muru Zhang, Klemen Kotar, Karthik Desingh, Ali Farhadi

Variance-Aware Weight Initialization for Point Convolutional Neural Networks

Pedro Hermosilla, Michael Schelling, Tobias Ritschel, Timo Ropinski

Towards Open-Vocabulary Scene Graph Generation with Prompt-Based Finetuning

Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li