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ACCV Workshops 2022: Macao, China
- Yinqiang Zheng
, Hacer Yalim Keles
, Piotr Koniusz
:
Computer Vision - ACCV 2022 Workshops - 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13848, Springer 2023, ISBN 978-3-031-27065-9
Learning with Limited Data for Face Analysis
- Sige Bian
, He Li
, Feng Yu, Jiyuan Liu, Changjun Song, Yongming Tang
:
FAPN: Face Alignment Propagation Network for Face Video Super-Resolution. 3-18 - Saurav Shukla
, Prabodh Kant Rai
, Tanmay T. Verlekar
:
Micro-expression Recognition Using a Shallow ConvLSTM-Based Network. 19-30
Adversarial Machine Learning Towards Advanced Vision Systems
- Lili Zhang, Xiaodong Wang:
ADVFilter: Adversarial Example Generated by Perturbing Optical Path. 33-44 - Yanli Li, Abubakar Sadiq Sani, Dong Yuan, Wei Bao
:
Enhancing Federated Learning Robustness Through Clustering Non-IID Features. 45-59 - Qingguo Zhou, Ming Lei, Peng Zhi, Rui Zhao, Jun Shen
, Binbin Yong:
Towards Improving the Anti-attack Capability of the RangeNet++. 60-70
Computer Vision for Medical Computing
- Zhenghao Wei
:
Ensemble Model of Visual Transformer and CNN Helps BA Diagnosis for Doctors in Underdeveloped Areas. 73-89 - Kinza Rohail, Saba Bashir, Hazrat Ali
, Tanvir Alam, Sheheryar Khan
, Jia Wu, Pingjun Chen, Rizwan Qureshi:
Understanding Tumor Micro Environment Using Graph Theory. 90-101 - Manu Sheoran, Monika Sharma, Meghal Dani, Lovekesh Vig:
Handling Domain Shift for Lesion Detection via Semi-supervised Domain Adaptation. 102-116 - Marcelo Sanchez, Gil Triginer, Coloma Ballester
, Lara Raad, Eduard Ramon:
Photorealistic Facial Wrinkles Removal. 117-133 - Kaier Wang, Melissa L. Hill, Seymour Knowles-Barley, Aristarkh Tikhonov, Lester Litchfield, James Christopher Bare:
Improving Segmentation of Breast Arterial Calcifications from Digital Mammography: Good Annotation is All You Need. 134-150
Machine Learning and Computing for Visual Semantic Analysis
- Daniel Steininger
, Andreas Kriegler
, Wolfgang Pointner
, Verena Widhalm
, Julia Simon
, Oliver Zendel
:
Towards Scene Understanding for Autonomous Operations on Airport Aprons. 153-169 - Kazuhiro Yamawaki
, Xian-Hua Han
:
Lightweight Hyperspectral Image Reconstruction Network with Deep Feature Hallucination. 170-184 - Gan Zhan
, Fang Wang
, Weibin Wang
, Yinhao Li
, Qingqing Chen
, Hongjie Hu
, Yen-Wei Chen
:
A Transformer-Based Model for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Muti-modality MRI. 185-194 - Patrick Rim, Snigdha Saha, Marcus Rim:
CaltechFN: Distorted and Partially Occluded Digits. 195-212 - Jiaqi Ning, Fei Li, Rujie Liu, Shun Takeuchi, Genta Suzuki:
Temporal Extension Topology Learning for Video-Based Person Re-identification. 213-225 - Zhe Liu
, Xian-Hua Han
:
Deep RGB-Driven Learning Network for Unsupervised Hyperspectral Image Super-Resolution. 226-239 - Zijia Wang, Wenbin Yang, Zhisong Liu, Qiang Chen, Jiacheng Ni, Zhen Jia:
Gift from Nature: Potential Energy Minimization for Explainable Dataset Distillation. 240-255 - Zijia Wang, Wenbin Yang, Zhisong Liu, Qiang Chen, Jiacheng Ni, Zhen Jia:
Object Centric Point Sets Feature Learning with Matrix Decomposition. 256-268 - Yongqing Sun, Xiaomeng Wu, Yukihiro Bandoh, Masaki Kitahara:
Aerial Image Segmentation via Noise Dispelling and Content Distilling. 269-279
Vision Transformers Theory and Applications
- Ryota Hashiguchi, Toru Tamaki
:
Temporal Cross-Attention for Action Recognition. 283-294 - Pavithra Sridhar, V. Aananth, Madhav Aggarwal, R. Leela Velusamy:
Transformer Based Motion In-Betweening. 295-307 - Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith:
Convolutional Point Transformer. 308-324 - Hannah Halin Kim
, Shuzhi Yu
, Shuai Yuan
, Carlo Tomasi
:
Cross-Attention Transformer for Video Interpolation. 325-342
Deep Learning-Based Small Object Detection from Images and Videos
- Ashutosh Mishra
, Aman Kumar, Shubham Mandloi, Khushboo Anand, John Zakkam, Seeram Sowmya, Avinash Thakur:
Evaluating and Bench-Marking Object Detection Models for Traffic Sign and Traffic Light Datasets. 345-359 - Zihan Wen, Jin Chen, Xinxiao Wu:
Exploring Spatial-Temporal Instance Relationships in an Intermediate Domain for Image-to-Video Object Detection. 360-375
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