CVPR

Semantic Segmentation for Thermal Images: A Comparative Survey

Zülfiye Kütük, Görkem Algan

Comments Accepted to CVPR 2022 Perception Beyond the Visible Spectrum (PBVS) Workshop

Reinforced Structured State-Evolution for Vision-Language Navigation

Jinyu Chen, Chen Gao, Erli Meng, Qiong Zhang, Si Liu

Comments Accepted to CVPR 2022

What to look at and where: Semantic and Spatial Refined Transformer for detecting human-object interactions

A S M Iftekhar, Hao Chen, Kaustav Kundu, Xinyu Li, Joseph Tighe, Davide Modolo

Comments CVPR 2022 Oral

A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps

Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh

Comments In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2022. Presented at the 5th Efficient Deep Learning for Computer Vision Workshop

Context-Aware Video Reconstruction for Rolling Shutter Cameras

Bin Fan, Yuchao Dai, Zhiyuan Zhang, Qi Liu, Mingyi He

Comments Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022)

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Aleš Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Fangya Li, Ruipeng Gang, Chenghua Li, Jinjing Li, Sai Ma, Chenming Liu, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

Comments CVPR Workshops 2022. 15 pages, 21 figures, 2 tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022

Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives

Xinke Li, Henghui Ding, Zekun Tong, Yuwei Wu, Yeow Meng Chee

Comments CVPR 2022

Trajectory Optimization for Physics-Based Reconstruction of 3d Human Pose from Monocular Video

Erik Gärtner, Mykhaylo Andriluka, Hongyi Xu, Cristian Sminchisescu

Comments Accepted to CVPR 2022

StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning

Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao

Comments Accepted by CVPR 2022

OnePose: One-Shot Object Pose Estimation without CAD Models

Jiaming Sun, Zihao Wang, Siyu Zhang, Xingyi He, Hongcheng Zhao, Guofeng Zhang, Xiaowei Zhou

Comments Accepted to CVPR 2022. Project page: https://zju3dv.github.io/onepose/

Differentiable Dynamics for Articulated 3d Human Motion Reconstruction

Erik Gärtner, Mykhaylo Andriluka, Erwin Coumans, Cristian Sminchisescu

Comments Accepted to CVPR 2022

Context Attention Network for Skeleton Extraction

Zixuan Huang, Yunfeng Wang, Zhiwen Chen, Xin Gao, Ruili Feng, Xiaobo Li

Comments Accepted at the Deep Learning for Geometric Computing (DLGC) workshop at CVPR 2022

SCVRL: Shuffled Contrastive Video Representation Learning

Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo

Comments CVPR 2022 - L3DIVU workshop

TransforMatcher: Match-to-Match Attention for Semantic Correspondence

Seungwook Kim, Juhong Min, Minsu Cho

Comments Accepted to CVPR 2022 (poster presentation)

Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector

Andong Wang, Wei-Ning Lee

Comments Accepted by CVPR 2022 Workshop XAI4CV

RCP: Recurrent Closest Point for Scene Flow Estimation on 3D Point Clouds

Xiaodong Gu, Chengzhou Tang, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Ping Tan

Comments Accepted to CVPR 2022

Imposing Consistency for Optical Flow Estimation

Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak

Comments CVPR 2022

Measuring Compositional Consistency for Video Question Answering

Mona Gandhi, Mustafa Omer Gul, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

Comments To appear in CVPR 2022. 23 pages, 12 figures and 12 tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile Devices

Andrey V. Savchenko

Comments accepted at CVPR Workshop ABAW3, 8 pages, 2 figures, 6 tables

[Re] Distilling Knowledge via Knowledge Review

Apoorva Verma, Pranjal Gulati, Sarthak Gupta

Comments This is a reproducibility effort based on the CVPR '21 paper 'Distilling Knowledge via Knowledge Review' by Chen et al

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction

Shivam Duggal, Deepak Pathak

Comments CVPR 2022. Website at https://shivamduggal4.github.io/tars-3D/

Pushing the Performance Limit of Scene Text Recognizer without Human Annotation

Caiyuan Zheng, Hui Li, Seon-Min Rhee, Seungju Han, Jae-Joon Han, Peng Wang

Comments 10 pages, 5 figures, accepted by CVPR-2022

HCSC: Hierarchical Contrastive Selective Coding

Yuanfan Guo, Minghao Xu, Jiawen Li, Bingbing Ni, Xuanyu Zhu, Zhenbang Sun, Yi Xu

Comments Accepted by CVPR 2022. arXiv v3: 800 epoch multi-crop model released; arXiv v2: more model weights released; arXiv v1: code & model weights released

Towards Robust Vision Transformer

Xiaofeng Mao, Gege Qi, Yuefeng Chen, Xiaodan Li, Ranjie Duan, Shaokai Ye, Yuan He, Hui Xue

Comments Accepted to CVPR 2022, https://github.com/alibaba/easyrobust

SurFree: a fast surrogate-free black-box attack

Thibault Maho, Teddy Furon, Erwan Le Merrer

Comments 8 pages

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning

Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele

Comments Published at CVPR 2022 as a conference paper. Code at https://github.com/YUE-FAN/CoSSL

Enhancing VVC with Deep Learning based Multi-Frame Post-Processing

Duolikun Danier, Chen Feng, Fan Zhang, David Bull

Comments Accepted in CVPR 2022 Workshop and Challenge on Learned Image Compression

BodyMap: Learning Full-Body Dense Correspondence Map

Anastasia Ianina, Nikolaos Sarafianos, Yuanlu Xu, Ignacio Rocco, Tony Tung

Comments CVPR 2022 Project Page: https://nsarafianos.github.io/bodymap

Neural 3D Scene Reconstruction with the Manhattan-world Assumption

Haoyu Guo, Sida Peng, Haotong Lin, Qianqian Wang, Guofeng Zhang, Hujun Bao, Xiaowei Zhou

Comments CVPR 2022 Oral. Project page: https://zju3dv.github.io/manhattan_sdf

MonoTrack: Shuttle trajectory reconstruction from monocular badminton video

Paul Liu, Jui-Hsien Wang

Comments To appear in CVSports@CVPR 2022