Video Anomaly Detection by Estimating Likelihood of Representations
![Responsive image](/icpr/media/video_thumbnails/11964.jpg)
Auto-TLDR; Video Anomaly Detection in the latent feature space using a deep probabilistic model
Similar papers
Combining GANs and AutoEncoders for Efficient Anomaly Detection
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
![Responsive image](/icpr/media/video_thumbnails/11330.jpg)
Auto-TLDR; CBIGAN: Anomaly Detection in Images with Consistency Constrained BiGAN
Abstract Slides Poster Similar
Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging
Vineet Mehta, Abhinav Dhall, Sujata Pal, Shehroz Khan
![Responsive image](/icpr/media/video_thumbnails/11631.jpg)
Auto-TLDR; Automatic Fall Detection with Adversarial Network using Thermal Imaging Camera
Abstract Slides Poster Similar
Dual-Mode Iterative Denoiser: Tackling the Weak Label for Anomaly Detection
![Responsive image](/icpr/media/video_thumbnails/11686.jpg)
Auto-TLDR; A Dual-Mode Iterative Denoiser for Crowd Anomaly Detection
Abstract Slides Poster Similar
PoseCVAE: Anomalous Human Activity Detection
Yashswi Jain, Ashvini Kumar Sharma, Rajbabu Velmurugan, Biplab Banerjee
![Responsive image](/icpr/media/video_thumbnails/11203.jpg)
Auto-TLDR; PoseCVAE: Anomalous Human Activity Detection Using Generative Modeling
Abstract Slides Poster Similar
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise
Anne-Sophie Collin, Christophe De Vleeschouwer
![Responsive image](/icpr/media/video_thumbnails/11834.jpg)
Auto-TLDR; Autoencoder with Skip Connections for Anomaly Detection
Abstract Slides Poster Similar
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection
Oliver Rippel, Patrick Mertens, Dorit Merhof
![Responsive image](/icpr/media/video_thumbnails/11684.jpg)
Auto-TLDR; Deep Feature Representations for Anomaly Detection in Images
Abstract Slides Poster Similar
Anomaly Detection, Localization and Classification for Railway Inspection
Riccardo Gasparini, Andrea D'Eusanio, Guido Borghi, Stefano Pini, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/11264.jpg)
Auto-TLDR; Anomaly Detection and Localization using thermal images in the lowlight environment
A Joint Representation Learning and Feature Modeling Approach for One-Class Recognition
Pramuditha Perera, Vishal Patel
![Responsive image](/icpr/media/video_thumbnails/11668.jpg)
Auto-TLDR; Combining Generative Features and One-Class Classification for Effective One-class Recognition
Abstract Slides Poster Similar
Detecting Anomalies from Video-Sequences: A Novel Descriptor
Giulia Orrù, Davide Ghiani, Maura Pintor, Gian Luca Marcialis, Fabio Roli
![Responsive image](/icpr/media/video_thumbnails/11420.jpg)
Auto-TLDR; Trit-based Measurement of Group Dynamics for Crowd Behavior Analysis and Anomaly Detection
Abstract Slides Poster Similar
Evaluation of Anomaly Detection Algorithms for the Real-World Applications
Marija Ivanovska, Domen Tabernik, Danijel Skocaj, Janez Pers
![Responsive image](/icpr/media/video_thumbnails/11617.jpg)
Auto-TLDR; Evaluating Anomaly Detection Algorithms for Practical Applications
Abstract Slides Poster Similar
Ground-truthing Large Human Behavior Monitoring Datasets
Tehreem Qasim, Robert Fisher, Naeem Bhatti
![Responsive image](/icpr/media/video_thumbnails/11183.jpg)
Auto-TLDR; Semi-automated Groundtruthing for Large Video Datasets
Abstract Slides Poster Similar
Discriminative Multi-Level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Jaewoo Park, Yoon Gyo Jung, Andrew Teoh
![Responsive image](/icpr/media/video_thumbnails/11731.jpg)
Auto-TLDR; Discriminative Compact AE for One-Class novelty detection and Adversarial Example Detection
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/11641.jpg)
Auto-TLDR; MIPAE: Mutual Information Predictive Auto-Encoder for Video Prediction
Abstract Slides Poster Similar
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/12178.jpg)
Auto-TLDR; Mutual Information Estimation from Variational Lower Bounds Using a Critic's Hypothesis Space
Estimation of Clinical Tremor Using Spatio-Temporal Adversarial AutoEncoder
Li Zhang, Vidya Koesmahargyo, Isaac Galatzer-Levy
![Responsive image](/icpr/media/video_thumbnails/11877.jpg)
Auto-TLDR; ST-AAE: Spatio-temporal Adversarial Autoencoder for Clinical Assessment of Hand Tremor Frequency and Severity
Abstract Slides Poster Similar
A Grid-Based Representation for Human Action Recognition
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
![Responsive image](/icpr/media/video_thumbnails/12157.jpg)
Auto-TLDR; GRAR: Grid-based Representation for Action Recognition in Videos
Abstract Slides Poster Similar
Variational Capsule Encoder
Harish Raviprakash, Syed Anwar, Ulas Bagci
![Responsive image](/icpr/media/video_thumbnails/11569.jpg)
Auto-TLDR; Bayesian Capsule Networks for Representation Learning in latent space
Abstract Slides Poster Similar
N2D: (Not Too) Deep Clustering Via Clustering the Local Manifold of an Autoencoded Embedding
Ryan Mcconville, Raul Santos-Rodriguez, Robert Piechocki, Ian Craddock
![Responsive image](/icpr/media/video_thumbnails/11484.jpg)
Auto-TLDR; Local Manifold Learning for Deep Clustering on Autoencoded Embeddings
Image Representation Learning by Transformation Regression
Xifeng Guo, Jiyuan Liu, Sihang Zhou, En Zhu, Shihao Dong
![Responsive image](/icpr/media/video_thumbnails/10898.jpg)
Auto-TLDR; Self-supervised Image Representation Learning using Continuous Parameter Prediction
Abstract Slides Poster Similar
Movement-Induced Priors for Deep Stereo
Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin
![Responsive image](/icpr/media/video_thumbnails/11291.jpg)
Auto-TLDR; Fusing Stereo Disparity Estimation with Movement-induced Prior Information
Abstract Slides Poster Similar
Deep Convolutional Embedding for Digitized Painting Clustering
Giovanna Castellano, Gennaro Vessio
![Responsive image](/icpr/media/video_thumbnails/11176.jpg)
Auto-TLDR; A Deep Convolutional Embedding Model for Clustering Artworks
Abstract Slides Poster Similar
Multi-Modal Deep Clustering: Unsupervised Partitioning of Images
![Responsive image](/icpr/media/video_thumbnails/11431.jpg)
Auto-TLDR; Multi-Modal Deep Clustering for Unlabeled Images
Abstract Slides Poster Similar
Automatic Detection of Stationary Waves in the Venus’ Atmosphere Using Deep Generative Models
Minori Narita, Daiki Kimura, Takeshi Imamura
![Responsive image](/icpr/media/video_thumbnails/11201.jpg)
Auto-TLDR; Anomaly Detection of Large Bow-shaped Structures on the Venus Clouds using Variational Auto-encoder and Attention Maps
Abstract Slides Poster Similar
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition
Mirco Planamente, Andrea Bottino, Barbara Caputo
![Responsive image](/icpr/media/video_thumbnails/11935.jpg)
Auto-TLDR; A Single Stream Architecture for Egocentric Action Recognition from the First-Person Point of View
Abstract Slides Poster Similar
Attack-Agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Matthew Watson, Noura Al Moubayed
![Responsive image](/icpr/media/video_thumbnails/11867.jpg)
Auto-TLDR; Explainability-based Detection of Adversarial Samples on EHR and Chest X-Ray Data
Abstract Slides Poster Similar
JUMPS: Joints Upsampling Method for Pose Sequences
Lucas Mourot, Francois Le Clerc, Cédric Thébault, Pierre Hellier
![Responsive image](/icpr/media/video_thumbnails/10970.jpg)
Auto-TLDR; JUMPS: Increasing the Number of Joints in 2D Pose Estimation and Recovering Occluded or Missing Joints
Abstract Slides Poster Similar
Single-Modal Incremental Terrain Clustering from Self-Supervised Audio-Visual Feature Learning
Reina Ishikawa, Ryo Hachiuma, Akiyoshi Kurobe, Hideo Saito
![Responsive image](/icpr/media/video_thumbnails/12016.jpg)
Auto-TLDR; Multi-modal Variational Autoencoder for Terrain Type Clustering
Abstract Slides Poster Similar
Learning to Take Directions One Step at a Time
Qiyang Hu, Adrian Wälchli, Tiziano Portenier, Matthias Zwicker, Paolo Favaro
![Responsive image](/icpr/media/video_thumbnails/10925.jpg)
Auto-TLDR; Generating a Sequence of Motion Strokes from a Single Image
Abstract Slides Poster Similar
Generative Deep-Neural-Network Mixture Modeling with Semi-Supervised MinMax+EM Learning
![Responsive image](/icpr/media/video_thumbnails/11550.jpg)
Auto-TLDR; Semi-supervised Deep Neural Networks for Generative Mixture Modeling and Clustering
Abstract Slides Poster Similar
RWF-2000: An Open Large Scale Video Database for Violence Detection
Ming Cheng, Kunjing Cai, Ming Li
![Responsive image](/icpr/media/video_thumbnails/11360.jpg)
Auto-TLDR; Flow Gated Network for Violence Detection in Surveillance Cameras
Abstract Slides Poster Similar
Motion U-Net: Multi-Cue Encoder-Decoder Network for Motion Segmentation
Gani Rahmon, Filiz Bunyak, Kannappan Palaniappan
![Responsive image](/icpr/media/video_thumbnails/11860.jpg)
Auto-TLDR; Motion U-Net: A Deep Learning Framework for Robust Moving Object Detection under Challenging Conditions
Abstract Slides Poster Similar
Video Semantic Segmentation Using Deep Multi-View Representation Learning
Akrem Sellami, Salvatore Tabbone
![Responsive image](/icpr/media/video_thumbnails/11861.jpg)
Auto-TLDR; Deep Multi-view Representation Learning for Video Object Segmentation
Abstract Slides Poster Similar
Variational Deep Embedding Clustering by Augmented Mutual Information Maximization
Qiang Ji, Yanfeng Sun, Yongli Hu, Baocai Yin
![Responsive image](/icpr/media/video_thumbnails/11112.jpg)
Auto-TLDR; Clustering by Augmented Mutual Information maximization for Deep Embedding
Abstract Slides Poster Similar
Correlation-Based ConvNet for Small Object Detection in Videos
Brais Bosquet, Manuel Mucientes, Victor Brea
![Responsive image](/icpr/media/video_thumbnails/12544.jpg)
Auto-TLDR; STDnet-ST: An End-to-End Spatio-Temporal Convolutional Neural Network for Small Object Detection in Video
Abstract Slides Poster Similar
GAN-Based Gaussian Mixture Model Responsibility Learning
Wanming Huang, Yi Da Xu, Shuai Jiang, Xuan Liang, Ian Oppermann
![Responsive image](/icpr/media/video_thumbnails/11270.jpg)
Auto-TLDR; Posterior Consistency Module for Gaussian Mixture Model
Abstract Slides Poster Similar
Flow-Guided Spatial Attention Tracking for Egocentric Activity Recognition
![Responsive image](/icpr/media/video_thumbnails/11376.jpg)
Auto-TLDR; flow-guided spatial attention tracking for egocentric activity recognition
Abstract Slides Poster Similar
PIF: Anomaly detection via preference embedding
Filippo Leveni, Luca Magri, Giacomo Boracchi, Cesare Alippi
![Responsive image](/icpr/media/video_thumbnails/11854.jpg)
Auto-TLDR; PIF: Anomaly Detection with Preference Embedding for Structured Patterns
Abstract Slides Poster Similar
Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos
Mamshad Nayeem Rizve, Ugur Demir, Praveen Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan Rajendrakumar Dave, Yogesh Rawat, Mubarak Shah
![Responsive image](/icpr/media/video_thumbnails/11367.jpg)
Auto-TLDR; Gabriella: A Real-Time Online System for Activity Detection in Surveillance Videos
Class-Incremental Learning with Topological Schemas of Memory Spaces
Xinyuan Chang, Xiaoyu Tao, Xiaopeng Hong, Xing Wei, Wei Ke, Yihong Gong
![Responsive image](/icpr/media/video_thumbnails/12058.jpg)
Auto-TLDR; Class-incremental Learning with Topological Schematic Model
Abstract Slides Poster Similar
Wavelet Attention Embedding Networks for Video Super-Resolution
Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim
![Responsive image](/icpr/media/video_thumbnails/11758.jpg)
Auto-TLDR; Wavelet Attention Embedding Network for Video Super-Resolution
Abstract Slides Poster Similar
The Role of Cycle Consistency for Generating Better Human Action Videos from a Single Frame
![Responsive image](/icpr/media/video_thumbnails/11022.jpg)
Auto-TLDR; Generating Videos with Human Action Semantics using Cycle Constraints
Abstract Slides Poster Similar
Real Time Fencing Move Classification and Detection at Touch Time During a Fencing Match
Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara
![Responsive image](/icpr/media/video_thumbnails/11561.jpg)
Auto-TLDR; Fencing Body Move Classification and Detection Using Deep Learning
Crowdsourced Verification for Operating Calving Surveillance Systems at an Early Stage
Yusuke Okimoto, Soshi Kawata, Susumu Saito, Nakano Teppei, Tetsuji Ogawa
![Responsive image](/icpr/media/video_thumbnails/12505.jpg)
Auto-TLDR; Crowdsourcing for Data-Driven Video Surveillance
Global Feature Aggregation for Accident Anticipation
Mishal Fatima, Umar Karim Khan, Chong Min Kyung
![Responsive image](/icpr/media/video_thumbnails/11189.jpg)
Auto-TLDR; Feature Aggregation for Predicting Accidents in Video Sequences
Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair
Anupama S, Prasan Shedligeri, Abhishek Pal, Kaushik Mitr
![Responsive image](/icpr/media/video_thumbnails/11838.jpg)
Auto-TLDR; Recovering Video from Motion-Blurred and Coded Exposure Images Using Deep Learning
Abstract Slides Poster Similar
Modeling Long-Term Interactions to Enhance Action Recognition
Alejandro Cartas, Petia Radeva, Mariella Dimiccoli
![Responsive image](/icpr/media/video_thumbnails/12138.jpg)
Auto-TLDR; A Hierarchical Long Short-Term Memory Network for Action Recognition in Egocentric Videos
Abstract Slides Poster Similar
Towards Practical Compressed Video Action Recognition: A Temporal Enhanced Multi-Stream Network
Bing Li, Longteng Kong, Dongming Zhang, Xiuguo Bao, Di Huang, Yunhong Wang
![Responsive image](/icpr/media/video_thumbnails/11305.jpg)
Auto-TLDR; TEMSN: Temporal Enhanced Multi-Stream Network for Compressed Video Action Recognition
Abstract Slides Poster Similar
Feature-Aware Unsupervised Learning with Joint Variational Attention and Automatic Clustering
Wang Ru, Lin Li, Peipei Wang, Liu Peiyu
![Responsive image](/icpr/media/video_thumbnails/10947.jpg)
Auto-TLDR; Deep Variational Attention Encoder-Decoder for Clustering
Abstract Slides Poster Similar