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Jakob Suchan
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2020 – today
- 2023
- [c27]Jakob Suchan, Jan-Patrick Osterloh
:
Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection. ICLP 2023: 300-313 - 2022
- [b1]Jakob Suchan:
Declarative reasoning about space and motion in visual imagery - theoretical foundations and applications. Bremen University, Germany, 2022 - [c26]Vipul Nair, Jakob Suchan, Mehul Bhatt, Paul Hemeren:
Attentional synchrony in films: A window to visuospatial characterization of events. SAP 2022: 8:1-8:7 - [c25]Björn Koopmann
Challenges in Achieving Explainability for Cooperative Transportation Systems. RE Workshops 2022: 114-119 - 2021
- [j2]Jakob Suchan
Commonsense visual sensemaking for autonomous driving - On generalised neurosymbolic online abduction integrating vision and semantics. Artif. Intell. 299: 103522 (2021) - [c24]Mehul Bhatt
Artificial Visual Intelligence - Perceptual Commonsense for Human-Centred Cognitive Technologies. ACAI 2021: 216-242 - 2020
- [c23]Mehul Bhatt, Jakob Suchan
Cognitive Vision and Perception. ECAI 2020: 2881-2882 - [c22]Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan:
Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving. STAIRS@ECAI 2020 - [c21]Jakob Suchan
Driven by Commonsense. ECAI 2020: 2939-2940 - [i14]Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan:
Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving. CoRR abs/2006.00059 (2020) - [i13]Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan:
Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics. CoRR abs/2012.14359 (2020)
2010 – 2019
- 2019
- [c20]Jakob Suchan
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving. IJCAI 2019: 1879-1885 - [c19]Mehul Bhatt, Jakob Suchan, Srikrishna Varadarajan:
Deep Semantics for Explainable Visuospatial Intelligence: Perspectives on Integrating Commonsense Spatial Abstractions and Low-Level Neural Features. NeSy@IJCAI 2019 - [i12]Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan:
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving. CoRR abs/1906.00107 (2019) - 2018
- [c18]Jakob Suchan
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects. AAAI 2018: 1965-1972 - [c17]Carl Schultz
Answer Set Programming Modulo 'Space-Time'. RuleML+RR 2018: 318-326 - [i11]Carl Schultz, Mehul Bhatt, Jakob Suchan, Przemyslaw Andrzej Walega:
Answer Set Programming Modulo 'Space-Time'. CoRR abs/1805.06861 (2018) - [i10]Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan, Seyed Ali Amirshahi, Stella X. Yu:
Semantic Analysis of (Reflectional) Visual Symmetry: A Human-Centred Computational Model for Declarative Explainability. CoRR abs/1806.07376 (2018) - 2017
- [j1]Jakob Suchan
Declarative Reasoning about Space and Motion with Video. Künstliche Intell. 31(4): 321-330 (2017) - [c16]Jakob Suchan
Commonsense Scene Semantics for Cognitive Robotics: Towards Grounding Embodied Visuo-Locomotive Interactions. ICCV Workshops 2017: 742-750 - [c15]Jakob Suchan
Deep Semantic Abstractions of Everyday Human Activities - On Commonsense Representations of Human Interactions. ROBOT (1) 2017: 477-488 - [c14]Mehul Bhatt
Declarative Spatial Reasoning for Intelligent Cinematography. WICED@Eurographics 2017: 1 - [i9]Jakob Suchan, Mehul Bhatt
Commonsense Scene Semantics for Cognitive Robotics: Towards Grounding Embodied Visuo-Locomotive Interactions. CoRR abs/1709.05293 (2017) - [i8]Jakob Suchan, Mehul Bhatt
Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. CoRR abs/1710.04076 (2017) - [i7]Jakob Suchan, Mehul Bhatt, Przemyslaw Andrzej Walega, Carl Schultz:
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects. CoRR abs/1712.00840 (2017) - 2016
- [c13]Mehul Bhatt, Jakob Suchan
Artificial Intelligence for Predictive and Evidence Based Architecture Design. AAAI 2016: 4349-4350 - [c12]Mehul Bhatt
Embodied visuo-locomotive experience analysis: immersive reality based summarisation of experiments in environment-behaviour studies. SAP 2016: 133 - [c11]Jakob Suchan
The perception of symmetry in the moving image: multi-level computational analysis of cinematographic scene structure and its visual reception. SAP 2016: 142 - [c10]Jakob Suchan
Semantic Question-Answering with Video and Eye-Tracking Data: AI Foundations for Human Visual Perception Driven Cognitive Film Studies. IJCAI 2016: 2633-2639 - [c9]Michael Spranger, Jakob Suchan
Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics, and Construction Grammar for Spatial Language. IJCAI 2016: 2908-2914 - [c8]Jakob Suchan
Deeply Semantic Inductive Spatio-Temporal Learning. ILP (Short Papers) 2016: 73-80 - [c7]Carl Schultz
Probabilistic Spatial Reasoning in Constraint Logic Programming. SUM 2016: 289-302 - [c6]Jakob Suchan
The geometry of a scene: On deep semantics for visual perception driven cognitive film, studies. WACV 2016: 1-9 - [i6]Michael Spranger, Jakob Suchan, Mehul Bhatt
Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics and Construction Grammar for Spatial Language. CoRR abs/1607.05968 (2016) - [i5]Michael Spranger, Jakob Suchan, Mehul Bhatt
Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction. CoRR abs/1607.07565 (2016) - [i4]Jakob Suchan, Mehul Bhatt
Deeply Semantic Inductive Spatio-Temporal Learning. CoRR abs/1608.02693 (2016) - 2015
- [i3]Jakob Suchan, Mehul Bhatt
Talking about the Moving Image: A Declarative Model for Image Schema Based Embodied Perception Grounding and Language Generation. CoRR abs/1508.03276 (2015) - 2014
- [c5]Jakob Suchan
Perceptual Narratives of Space and Motion for Semantic Interpretation of Visual Data. ECCV Workshops (2) 2014: 339-354 - [c4]Michael Spranger, Jakob Suchan
Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction. PRICAI 2014: 958-971 - 2013
- [c3]Mehul Bhatt, Jakob Suchan
Rotunde - A Smart Meeting Cinematography Initiative - Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control. AAAI Workshop: Space, Time, and Ambient Intelligence 2013 - [c2]Mehul Bhatt
Cognitive Interpretation of Everyday Activities - Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation. CMN 2013: 24-29 - [i2]Mehul Bhatt
ROTUNDE - A Smart Meeting Cinematography Initiative: Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control. CoRR abs/1306.1034 (2013) - [i1]Mehul Bhatt
Cognitive Interpretation of Everyday Activities: Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation. CoRR abs/1306.5308 (2013) - 2012
- [c1]Jakob Suchan
Toward an Activity Theory Based Model of Spatio-Temporal Interactions - Integrating Situational Inference and Dynamic (Sensor) Control. STAIRS 2012: 318-329
Coauthor Index
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