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ECCV 2022

1,645 papers

Multimodal Object Detection via Probabilistic Ensembling

Yi-Ting Chen, Jinghao Shi, Zelin Ye, Christoph Mertz, Deva Ramanan

Prediction-Guided Distillation for Dense Object Detection

Chenhongyi Yang, Mateusz Ochal, Amos Storkey, Elliot J. Crowley

Open-Vocabulary DETR with Conditional Matching

Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy

Towards Data-Efficient Detection Transformers

Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao

Domain Adaptive Hand Keypoint and Pixel Localization in the Wild

Takehiko Ohkawa, Yu-Jhe Li, Qichen Fu, Ryosuke Furuta, Kris M. Kitani

Point-to-Box Network for Accurate Object Detection via Single Point Supervision

Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang

Dense Teacher: Dense Pseudo-Labels for Semi-Supervised Object Detection

Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li

Semi-Supervised Monocular 3D Object Detection by Multi-View Consistency

Qing LIAN, Yanbo Xu, Weilong Yao, Yingcong Chen, Tong Zhang

Long-Tail Detection with Effective Class-Margins

Jang Hyun Cho, Philipp Krähenbühl

MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection

Xuesong Chen, Shaoshuai Shi, Benjin Zhu, Ka Chun Cheung, Hang Xu

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph

Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian

WeLSA: Learning to Predict 6D Pose from Weakly Labeled Data Using Shape Alignment

Shishir Reddy Vutukur, Ivan Shugurov, Benjamin Busam, ANDREAS HUTTER, Slobodan Ilic

Deformable Feature Aggregation for Dynamic Multi-modal 3D Object Detection

Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang

Trapped in Texture Bias? A Large Scale Comparison of Deep Instance Segmentation

Johannes Theodoridis, Jessica Hofmann, Johannes Maucher, Andreas Schilling

TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments

Shubham Dokania, Anbumani Subramanian, Manmohan Chandraker, C.V. Jawahar

Learning Omnidirectional Flow in 360° Video via Siamese Representation

Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong

The Missing Link: Finding Label Relations across Datasets

Jasper Uijlings, Thomas Mensink, Vittorio Ferrari

D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights

Yuzhen Zhang, Wentong Wang, Weizhi Guo, Pei Lv, Mingliang Xu

Large Scale Real-World Multi-person Tracking

Bing Shuai, Alessandro Bergamo, Uta Buchler, Andrew Berneshawi, Alyssa Boden

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis

Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios G. Chrysos, Jiankang Deng

MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration

Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng

AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment

Kangyeol Kim, Sunghyun Park, Jaeseong Lee, Sunghyo Chung, Junsoo Lee

When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics

Iuliia Pliushch, Martin Mundt, Nicolas Lupp, Visvanathan Ramesh

ClearPose: Large-Scale Transparent Object Dataset and Benchmark

Xiaotong Chen, Huijie Zhang, Zeren Yu, Anthony Opipari, Odest Chadwicke Jenkins

A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-Supervised Classification and Clustering

Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko

Dress Code: High-Resolution Multi-Category Virtual Try-On

Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari

BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis

Davide Moltisanti, Jinyi Wu, Bo Dai, Chen Change Loy

A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility

Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting

Justin Kay, Peter Kulits, Suzanne Stathatos, Siqi Deng, Erik Young

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha

FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context

Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya

PANDORA: A Panoramic Detection Dataset for Object with Orientation

Hang Xu, Qiang Zhao, Yike Ma, Xiaodong Li, Peng Yuan

StyleBabel: Artistic Style Tagging and Captioning

Dan Ruta, Andrew Gilbert, Pranav Aggarwal, Naveen Marri, Ajinkya Kale

The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing

Dawit Mureja Argaw, Fabian Caba, Joon-Young Lee, Markus Woodson, In So Kweon

Facial Depth and Normal Estimation Using Single Dual-Pixel Camera

Minjun Kang, Jaesung Choe, Hyowon Ha, Hae-Gon Jeon, Sunghoon Im

A-OKVQA: A Benchmark for Visual Question Answering Using World Knowledge

Dustin Schwenk, Apoorv Khandelwal, Christopher Clark, Kenneth Marino, Roozbeh Mottaghi

"PartImageNet: A Large, High-Quality Dataset of Parts"

Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan

3D CoMPaT: Composition of Materials on Parts of 3D Things

Yuchen Li, Ujjwal Upadhyay, Habib Slim, Tezuesh Varshney, Ahmed Abdelreheem

"Capturing, Reconstructing, and Simulating: The UrbanScene3D Dataset"

Liqiang Lin, Yilin Liu, Yue Hu, Xingguang Yan, Ke Xie

REALY: Rethinking the Evaluation of 3D Face Reconstruction

Zenghao Chai, Haoxian Zhang, Jing Ren, Di Kang, Zhengzhuo Xu

A Real World Dataset for Multi-View 3D Reconstruction

Rakesh Shrestha, Siqi Hu, Minghao Gou, Ziyuan Liu, Ping Tan

How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?

Yuchi Liu, Zhongdao Wang, Tom Gedeon, Liang Zheng

MOTCOM: The Multi-Object Tracking Dataset Complexity Metric

Malte Pedersen, Joakim Bruslund Haurum, Patrick Dendorfer, Thomas B. Moeslund

Not Just Streaks: Towards Ground Truth for Single Image Deraining

Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl

"Unitail: Detecting, Reading, and Matching in Retail Scene"

Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo

LaMAR: Benchmarking Localization and Mapping for Augmented Reality

Paul-Edouard Sarlin, Mihai Dusmanu, Johannes L. Schonberger, Pablo Speciale, Lukas Gruber

MovieCuts: A New Dataset and Benchmark for Cut Type Recognition

Alejandro Pardo, Fabian Caba, Juan Leon Alcazar, Ali Thabet, Bernard Ghanem

CelebV-HQ: A Large-Scale Video Facial Attributes Dataset

Hao Zhu, Wayne Wu, Wentao Zhu, Liming Jiang, Siwei Tang

Neuromorphic Data Augmentation for Training Spiking Neural Networks

Yuhang Li, Youngeun Kim, Hyoungseob Park, Tamar Geller, Priyadarshini Panda

BEAT: A Large-Scale Semantic and Emotional Multi-modal Dataset for Conversational Gestures Synthesis

Haiyang Liu, Zihao Zhu, Naoya Iwamoto, Yichen Peng, Zhengqing Li

Benchmarking Omni-Vision Representation through the Lens of Visual Realms

Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu

HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling

Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu

PANDORA: Polarization-Aided Neural Decomposition of Radiance

Akshat Dave, Yongyi Zhao, Ashok Veeraraghavan

LWGNet – Learned Wirtinger Gradients for Fourier Ptychographic Phase Retrieval

Atreyee Saha, Salman S. Khan, Sagar Sehrawat, Sanjana S. Prabhu, Shanti Bhattacharya

Learning Phase Mask for Privacy-Preserving Passive Depth Estimation

Zaid Tasneem, Giovanni Milione, Yi-Hsuan Tsai, Xiang Yu, Ashok Veeraraghavan

Realistic Blur Synthesis for Learning Image Deblurring

Jaesung Rim, Geonung Kim, Jungeon Kim, Junyong Lee, Seungyong Lee

Neural Space-Filling Curves

Hanyu Wang, Kamal Gupta, Larry Davis, Abhinav Shrivastava

3D Scene Inference from Transient Histograms

Sacha Jungerman, Atul Ingle, Yin Li, Mohit Gupta

Deep Semantic Statistics Matching (D2SM) Denoising Network

Kangfu Mei, Vishal M. Patel, Rui Huang

CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution

Cheeun Hong, Sungyong Baik, Heewon Kim, Seungjun Nah, Kyoung Mu Lee

BigColor: Colorization Using a Generative Color Prior for Natural Images

Geonung Kim, Kyoungkook Kang, Seongtae Kim, Hwayoon Lee, Sehoon Kim

Video Interpolation by Event-Driven Anisotropic Adjustment of Optical Flow

Song Wu, Kaichao You, Weihua He, chen yang, Yang Tian

FILM: Frame Interpolation for Large Motion

Fitsum Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru

Bringing Rolling Shutter Images Alive with Dual Reversed Distortion

Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou

Neural Image Representations for Multi-Image Fusion and Layer Separation

Seonghyeon Nam, Marcus A. Brubaker, Michael S. Brown

Synthesizing Light Field Video from Monocular Video

Shrisudhan Govindarajan, Prasan Shedligeri, Sarah, Kaushik Mitra

Instance Contour Adjustment via Structure-Driven CNN

Shuchen Weng, Yi Wei, Ming-Ching Chang, Boxin Shi

Learning Graph Neural Networks for Image Style Transfer

Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song

Data Association between Event Streams and Intensity Frames under Diverse Baselines

Dehao Zhang, Qiankun Ding, Peiqi Duan, Chu Zhou, Boxin Shi

Improving Image Restoration by Revisiting Global Information Aggregation

Xiaojie Chu, Liangyu Chen, Chengpeng Chen, Xin Lu

Spike Transformer: Monocular Depth Estimation for Spiking Camera

Jiyuan Zhang, Lulu Tang, Zhaofei Yu, Jiwen Lu, Tiejun Huang

Simple Baselines for Image Restoration

Liangyu Chen, Xiaojie Chu, Xiangyu Zhang, Jian Sun

CT2: Colorization Transformer via Color Tokens

Shuchen Weng, Jimeng Sun, Yu Li, Si Li, Boxin Shi

PseudoClick: Interactive Image Segmentation with Click Imitation

Qin Liu, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen

Seeing Far in the Dark with Patterned Flash

Zhanghao Sun, Jian Wang, Yicheng Wu, Shree Nayar

Fast Two-Step Blind Optical Aberration Correction

Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo

Editable Indoor Lighting Estimation

Henrique Weber, Mathieu Garon, Jean-Francois Lalonde

NEST: Neural Event Stack for Event-Based Image Enhancement

Minggui Teng, Chu Zhou, Hanyue Lou, Boxin Shi

Learning Deep Non-Blind Image Deconvolution without Ground Truths

Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji

Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild

Ardhendu Shekhar Tripathi, Martin Danelljan, Samarth Shukla, Radu Timofte, Luc Van Gool