On the public citation graph

Explainable activity recognition in videos: Lessons learned

https://doi.org/10.1002/ail2.59
0 signed · 61 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-11752-2_15openalex-snapshot
Coherent Multi-sentence Video Description with Variable Level of Detail
inferredcites →https://doi.org/10.1007/978-3-319-24309-2_17openalex-snapshot
Learning Accurate Cutset Networks by Exploiting Decomposability
inferredcites →https://doi.org/10.1007/978-3-319-25252-0_13openalex-snapshot
Learning Bayesian Random Cutset Forests
inferredcites →https://doi.org/10.1007/978-3-662-44851-9_40openalex-snapshot
Cutset Networks: A Simple, Tractable, and Scalable Approach for Improving the Accuracy of Chow-Liu Trees
inferredcites →https://doi.org/10.1007/978-94-015-8935-2_10openalex-snapshot
Real-Time American Sign Language Recognition from Video Using Hidden Markov Models
inferredcites →https://doi.org/10.1007/s11263-015-0816-yopenalex-snapshot
ImageNet Large Scale Visual Recognition Challenge
inferredcites →https://doi.org/10.1016/0004-3702(90)90060-dopenalex-snapshot
The computational complexity of probabilistic inference using bayesian belief networks
inferredcites →https://doi.org/10.1016/0004-3702(93)90061-fopenalex-snapshot
Probabilistic Horn abduction and Bayesian networks
inferredcites →https://doi.org/10.1016/0004-3702(95)00041-0openalex-snapshot
Visual surveillance in a dynamic and uncertain world
inferredcites →https://doi.org/10.1016/b978-0-08-051489-5.50008-4openalex-snapshot
BAYESIAN INFERENCE
inferredcites →https://doi.org/10.1016/j.artint.2006.11.003openalex-snapshot
AND/OR search spaces for graphical models
inferredcites →https://doi.org/10.1017/s1471068410000566openalex-snapshot
On the implementation of the probabilistic logic programming language ProbLog
inferredcites →https://doi.org/10.1080/00140139408964957openalex-snapshot
Trust in automation: Part I. Theoretical issues in the study of trust and human intervention in automated systems
inferredcites →https://doi.org/10.1080/00140139608964474openalex-snapshot
Trust in automation. Part II. Experimental studies of trust and human intervention in a process control simulation
inferredcites →https://doi.org/10.1109/34.643892openalex-snapshot
A state-based approach to the representation and recognition of gesture
inferredcites →https://doi.org/10.1109/34.868684openalex-snapshot
A Bayesian computer vision system for modeling human interactions
inferredcites →https://doi.org/10.1109/34.868686openalex-snapshot
Recognition of visual activities and interactions by stochastic parsing
inferredcites →https://doi.org/10.1109/5.18626openalex-snapshot
A tutorial on hidden Markov models and selected applications in speech recognition
inferredcites →https://doi.org/10.1109/cvpr.2006.242openalex-snapshot
Recognition of Composite Human Activities through Context-Free Grammar Based Representation
inferredcites →https://doi.org/10.1109/cvpr.2011.5995386openalex-snapshot
Multi-agent event recognition in structured scenarios
inferredcites →https://doi.org/10.1109/cvpr.2011.5995491openalex-snapshot
Probabilistic event logic for interval-based event recognition
inferredcites →https://doi.org/10.1109/cvpr.2015.7298594openalex-snapshot
Going deeper with convolutions
inferredcites →https://doi.org/10.1109/cvpr.2015.7298878openalex-snapshot
Long-term recurrent convolutional networks for visual recognition and description
inferredcites →https://doi.org/10.1109/iccv.2003.1238423openalex-snapshot
Recognition of group activities using dynamic probabilistic networks
inferredcites →https://doi.org/10.1109/iccv.2011.6126223openalex-snapshot
Unsupervised learning of event AND-OR grammar and semantics from video
inferredcites →https://doi.org/10.1109/iccv.2011.6126279openalex-snapshot
Parsing video events with goal inference and intent prediction
inferredcites →https://doi.org/10.1109/iccv.2017.83openalex-snapshot
Dense-Captioning Events in Videos
inferredcites →https://doi.org/10.1109/iccvw.2011.6130310openalex-snapshot
Sum-product networks: A new deep architecture
inferredcites →https://doi.org/10.1109/icip.2006.313035openalex-snapshot
Recognition of Multi-Object Events Using Attribute Grammars
inferredcites →https://doi.org/10.1109/icme.2005.1521356openalex-snapshot
A Multi-Modal Mixed-State Dynamic Bayesian Network for Robust Meeting Event Recognition from Disturbed Data
inferredcites →https://doi.org/10.1109/icme.2006.262677openalex-snapshot
Conversation Scene Analysis with Dynamic Bayesian Network Basedon Visual Head Tracking
inferredcites →https://doi.org/10.1109/tit.1968.1054142openalex-snapshot
Approximating discrete probability distributions with dependence trees
inferredcites →https://doi.org/10.1109/tpami.2010.60openalex-snapshot
An Extended Grammar System for Learning and Recognizing Complex Visual Events
inferredcites →https://doi.org/10.1109/wmvc.2007.12openalex-snapshot
Coupled Hidden Semi Markov Models for Activity Recognition
inferredcites →https://doi.org/10.1136/amiajnl-2011-000089openalex-snapshot
Automation bias: a systematic review of frequency, effect mediators, and mitigators
inferredcites →https://doi.org/10.1145/1102351.1102430openalex-snapshot
Predicting good probabilities with supervised learning
inferredcites →https://doi.org/10.1145/2588555.2588578openalex-snapshot
A formal approach to finding explanations for database queries
inferredcites →https://doi.org/10.1145/2678025.2701399openalex-snapshot
Principles of Explanatory Debugging to Personalize Interactive Machine Learning
inferredcites →https://doi.org/10.1145/3334480.3382967openalex-snapshot
Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis
inferredcites →https://doi.org/10.1145/3397481.3450639openalex-snapshot
Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems
inferredcites →https://doi.org/10.1162/tacl_a_00207openalex-snapshot
Grounding Action Descriptions in Videos
inferredcites →https://doi.org/10.1177/0018720814547570openalex-snapshot
Trust in Automation
inferredcites →https://doi.org/10.1201/9781315572529-8openalex-snapshot
A Taxonomy of Emergent Trusting in the Human–Machine Relationship
inferredcites →https://doi.org/10.1518/hfes.46.1.50.30392openalex-snapshot
Trust in Automation: Designing for Appropriate Reliance
inferredcites →https://doi.org/10.1609/aaai.v28i1.8939openalex-snapshot
Unsupervised Alignment of Natural Language Instructions with Video Segments
inferredcites →https://doi.org/10.1609/aaai.v30i1.10428openalex-snapshot
Learning Ensembles of Cutset Networks
inferredcites →https://doi.org/10.24963/ijcai.2019/797openalex-snapshot
Cutset Bayesian Networks: A New Representation for Learning Rao-Blackwellised Graphical Models
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0078openalex-snapshot
Thin Junction Trees

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/ail2.61openalex-snapshot
DARPA 's explainable AI ( XAI ) program: A retrospective
inferred← citeshttps://doi.org/10.1007/s11042-024-20484-5openalex-snapshot
SMART-vision: survey of modern action recognition techniques in vision
inferred← citeshttps://doi.org/10.1016/j.engappai.2022.105698openalex-snapshot
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization
inferred← citeshttps://doi.org/10.1016/j.procir.2024.10.225openalex-snapshot
Towards a Novel System for Creating Assembly Instructions through Demonstration
inferred← citeshttps://doi.org/10.1109/cbmi66578.2025.11339337openalex-snapshot
An Experimental Study on Generating Plausible Textual Explanations for Video Summarization*
inferred← citeshttps://doi.org/10.1109/dsaa54385.2022.10032345openalex-snapshot
Explaining Human Activities Instances Using Deep Learning Classifiers
inferred← citeshttps://doi.org/10.1109/i-pact58649.2023.10434658openalex-snapshot
Explainable AI for Medical Imaging: Advancing Transparency and Trust in Diagnostic Decision-Making
inferred← citeshttps://doi.org/10.1109/mcg.2022.3201465openalex-snapshot
DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification
inferred← citeshttps://doi.org/10.1109/tpami.2021.3061898openalex-snapshot
Sum-product networks: A survey
inferred← citeshttps://doi.org/10.1145/3626961openalex-snapshot
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models
inferred← citeshttps://doi.org/10.1155/2024/4628855openalex-snapshot
User‐Centered Evaluation of Explainable Artificial Intelligence (XAI): A Systematic Literature Review
inferred← citeshttps://doi.org/10.3390/s22062360openalex-snapshot
How Validation Methodology Influences Human Activity Recognition Mobile Systems
inferred← citeshttps://doi.org/10.4018/978-1-6684-8127-1.ch001openalex-snapshot
A Comprehensive Review of Trustworthy, Ethical, and Explainable Computer Vision Advancements in Online Social Media
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.