column
Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals
Xiao-Qin Zhang, Run-Hua Jiang, Chen-Xiang Fan, Tian-Yu Tong, Tao Wang, Peng-Cheng Huang
2021, 18(3): 311-333. DOI: 10.1007/s11633-020-1274-8
Abstract PDF SpringerLink Bib
A Comprehensive Review of Group Activity Recognition in Videos
Li-Fang Wu, Qi Wang, Meng Jian, Yu Qiao, Bo-Xuan Zhao
2021, 18(3): 334-350. DOI: 10.1007/s11633-020-1258-8
Abstract PDF SpringerLink Bib
Deep Audio-visual Learning: A Survey
Hao Zhu, Man-Di Luo, Rui Wang, Ai-Hua Zheng, Ran He
2021, 18(3): 351-376. DOI: 10.1007/s11633-021-1293-0
Abstract PDF SpringerLink Bib
2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search
Wei Jia, Wei Xia, Yang Zhao, Hai Min, Yan-Xiang Chen
2021, 18(3): 377-409. DOI: 10.1007/s11633-021-1292-1
Abstract PDF SpringerLink Bib
Optimal Policies for Quantum Markov Decision Processes
Ming-Sheng Ying, Yuan Feng, Sheng-Gang Ying
2021, 18(3): 410-421. DOI: 10.1007/s11633-021-1278-z
Abstract PDF SpringerLink Bib
Research on Transfer Learning of Vision-based Gesture Recognition
Bi-Xiao Wu, Chen-Guang Yang, Jun-Pei Zhong
2021, 18(3): 422-431. DOI: 10.1007/s11633-020-1273-9
Abstract PDF SpringerLink Bib
PokerNet: Expanding Features Cheaply via Depthwise Convolutions
Wei Tang, Yan Huang, Liang Wang
2021, 18(3): 432-442. DOI: 10.1007/s11633-021-1288-x
Abstract PDF SpringerLink Bib
Learning Deep RGBT Representations for Robust Person Re-identification
Ai-Hua Zheng, Zi-Han Chen, Cheng-Long Li, Jin Tang, Bin Luo
2021, 18(3): 443-456. DOI: 10.1007/s11633-020-1262-z
Abstract PDF SpringerLink Bib
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning
Ying Li, De Xu
2021, 18(3): 457-467. DOI: 10.1007/s11633-021-1290-3
Abstract PDF SpringerLink Bib
EDT Method for Multiple Labelled Objects Subject to Tied Distances
Andre Marasca, Andre Backes, Fabio Favarim, Marcelo Teixeira, Dalcimar Casanova
2021, 18(3): 468-479. DOI: 10.1007/s11633-021-1285-0
Abstract PDF SpringerLink Bib
Identification and Classification of Driving Behaviour at Signalized Intersections Using Support Vector Machine
Soni Lanka Karri, Liyanage Chandratilak De Silva, Daphne Teck Ching Lai, Shiaw Yin Yong
2021, 18(3): 480-491. DOI: 10.1007/s11633-021-1295-y
Abstract PDF SpringerLink Bib
Application of Machine Learning for Online Reputation Systems
Ahmad Alqwadri, Mohammad Azzeh, Fadi Almasalha
2021, 18(3): 492-502. DOI: 10.1007/s11633-020-1275-7
Abstract PDF SpringerLink Bib