Cargando…

Self-Supervised Learning to Detect Key Frames in Videos

Detecting key frames in videos is a common problem in many applications such as video classification, action recognition and video summarization. These tasks can be performed more efficiently using only a handful of key frames rather than the full video. Existing key frame detection approaches are m...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yan, Xiang, Gilani, Syed Zulqarnain, Feng, Mingtao, Zhang, Liang, Qin, Hanlin, Mian, Ajmal
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7731244/ https://www.ncbi.nlm.nih.gov/pubmed/33291759 http://dx.doi.org/10.3390/s20236941

Ejemplares similares

Structural Similarity Loss for Learning to Fuse Multi-Focus Images
por: Yan, Xiang, et al.
Publicado: (2020)

Geometric Facial Gender Scoring: Objectivity of Perception
por: Gilani, Syed Zulqarnain, et al.
Publicado: (2014)

An investigation of a novel broad autism phenotype: increased facial masculinity among parents of children on the autism spectrum
por: Tan, Diana Weiting, et al.
Publicado: (2022)

Parallel Key Frame Extraction for Surveillance Video Service in a Smart City
por: Zheng, Ran, et al.
Publicado: (2015)

A Novel Key-Frame Extraction Approach for Both Video Summary and Video Index
por: Lei, Shaoshuai, et al.
Publicado: (2014)

Hypermasculinised facial morphology in boys and girls with Autism Spectrum Disorder and its association with symptomatology
por: Tan, Diana Weiting, et al.
Publicado: (2017)

A broad autism phenotype expressed in facial morphology
por: Tan, Diana Weiting, et al.
Publicado: (2020)

Weakly Supervised Violence Detection in Surveillance Video
por: Choqueluque-Roman, David, et al.
Publicado: (2022)

Multi-Channel Generative Framework and Supervised Learning for Anomaly Detection in Surveillance Videos
por: Vu, Tuan-Hung, et al.
Publicado: (2021)

Self-supervised Learning: A Succinct Review
por: Rani, Veenu, et al.
Publicado: (2023)

Automatic Colorectal Polyp Detection in Colonoscopy Video Frames
por: K, Geetha, et al.
Publicado: (2016)

Key frame extraction method for lecture videos based on spatio-temporal subtitles
por: Zhang, Yunzuo, et al.
Publicado: (2023)

Weakly supervised video-based cardiac detection for hypertensive cardiomyopathy
por: Chen, Jiyun, et al.
Publicado: (2023)

Overcome the Brightness and Jitter Noises in Video Inter-Frame Tampering Detection
por: Pu, Han, et al.
Publicado: (2021)

Self-supervised Learning for Semi-supervised Time Series Classification
por: Jawed, Shayan, et al.
Publicado: (2020)

Semi-Supervised Anomaly Detection in Video-Surveillance Scenes in the Wild
por: Sarker, Mohammad Ibrahim, et al.
Publicado: (2021)

Sexually dimorphic facial features vary according to level of autistic-like traits in the general population
por: Gilani, Syed Zulqarnain, et al.
Publicado: (2015)

Contrastive Self-Supervised Learning for Stress Detection from ECG Data
por: Rabbani, Suha, et al.
Publicado: (2022)

Robust Keypoint Detection and Matching on Fisheye Images by Self-Supervised Learning
por: Tian, Wei, et al.
Publicado: (2022)

Anatomy-aware self-supervised learning for anomaly detection in chest radiographs
por: Sato, Junya, et al.
Publicado: (2023)

Graph Multihead Attention Pooling with Self-Supervised Learning
por: Wang, Yu, et al.
Publicado: (2022)

Malicious Traffic Identification with Self-Supervised Contrastive Learning
por: Yang, Jin, et al.
Publicado: (2023)

Estimating Body Related Soft Biometric Traits in Video Frames
por: Arigbabu, Olasimbo Ayodeji, et al.
Publicado: (2014)

Self-supervised learning for modal transfer of brain imaging
por: Cheng, Dapeng, et al.
Publicado: (2022)

Magnetic Tile Surface Defect Detection Methodology Based on Self-Attention and Self-Supervised Learning
por: Ling, Xufeng, et al.
Publicado: (2022)

Video Summarization for Sign Languages Using the Median of Entropy of Mean Frames Method
por: Saqib, Shazia, et al.
Publicado: (2018)

Detection of maternal and fetal stress from the electrocardiogram with self-supervised representation learning
por: Sarkar, Pritam, et al.
Publicado: (2021)

Deep self-supervised learning for biosynthetic gene cluster detection and product classification
por: Rios-Martinez, Carolina, et al.
Publicado: (2023)

An intelligent detection method for plasmodium based on self-supervised learning and attention mechanism
por: Fu, Min, et al.
Publicado: (2023)

Integrating Deep Supervised, Self-Supervised and Unsupervised Learning for Single-Cell RNA-seq Clustering and Annotation
por: Chen, Liang, et al.
Publicado: (2020)

Audio self-supervised learning: A survey
por: Liu, Shuo, et al.
Publicado: (2022)

Structure-aware protein self-supervised learning
por: Chen, Can (Sam), et al.
Publicado: (2023)

Sperm detection in video frames of semen sample using morphology and effective ellipse detection method
por: Mahdavi, H.S., et al.
Publicado: (2011)

Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM
por: Ma, Zhen, et al.
Publicado: (2021)

CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection
por: Sharif, Md. Haidar, et al.
Publicado: (2023)

Machine Learning-Assisted Measurement Device-Independent Quantum Key Distribution on Reference Frame Calibration
por: Zhang, Sihao, et al.
Publicado: (2021)

The impact of epistemic framing of teaching videos and summative assessments on students’ learning of scientific methods
por: Erduran, Sibel, et al.
Publicado: (2021)

Retracted: Magnetic Tile Surface Defect Detection Methodology Based on Self-Attention and Self-Supervised Learning
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Robust and accurate pulmonary nodule detection with self-supervised feature learning on domain adaptation
por: Liu, Jingya, et al.
Publicado: (2022)

Discriminative Codebook Hashing for Supervised Video Retrieval
por: Bian, Xiaoman, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_2s58815p5n64lu4limfkefv1kd