Context-Free Framework for Scene Understanding (CoFFrS) 224
Graph based segmentation and scene understanding for context free point clouds
... Indoor scene understanding from point clouds has seen a surge in techniques, mostly using a segment-based supervised approach, which address the problem of identifying the main components of a ...a ...
263
Scene understanding using context-based conditional random field
... of context-based methods in improving performance of object localization and ...high-order context framework that learns appearance, structure and semantical consistency of the scene and ...
8
Visual scene context in emotion perception
... 1. Prior Knowledge: Our brain uses prior learned knowledge to predict when there is gap in understanding or missing information (Barrett [2017]). For example, the facial expression of the boy in Figure 1.2.a are ...
147
Understanding Cityscapes: Efficient Urban Semantic Scene Understanding
... Next, we analyze the average performance numbers in Table 4 . 13 with respect to our different metrics proposed in Section 4 . 3 . 1 . First, it becomes evident that the class-level and category-level metrics are highly ...
187
Group Creativity in Learning Context: Understanding in a Social Cultural Framework and Methodology
... Empirical Methods for Studying Group Creativity According to Grossen (2008), about 30 years ago when pio- neering scholars began to study the role of peer collaboration in development and learning, they were quite ...
8
Proposed Framework for Understanding Information Security Culture and Practices in the Saudi Context
... conceptual framework explicated in figure 1 which results from our literature analysis in a large-scale project consisting of a quantitative survey and in-depth interviews to examine the influence of the factors ...
13
A proposed framework for understanding information security culture and practices in the Saudi context
... However, the majority of the research about ISM has been performed by technologically leading countries such as the United States of America, the United Kingdom, the European Union and Australia. Saudi Arabian ...
17
Segmentation-Free Dynamic Scene Deblurring
... (2) , σ L = 10, τ L = 0.0125, and θ = 0.1 λ . The value of λ ranges from 10 to 50. In the coarse-to-fine framework, we build an image pyra- mids with 10 levels and a scale factor of 0.8, and use bi- cubic ...
8
On the Role of Context at Different Scales in Scene Parsing
... transfer framework for scene ...the context of scenes in the training data that are similar to the query data, and the class labels of the query image regions are predicted using the scene ...
105
Stixel Based Scene Understanding for Autonomous Vehicles
... C. Semantic segmentation We further evaluate our proposed solution in the context of scene understanding using the semantic dataset proposed by Xu et al. [22]. This dataset provides 70 training and ...
7
Cross-dimensional Analysis for Improved Scene Understanding
... of understanding these kind of ...full scene, in the second only the local context and in the last condition we only see the pixels that belong to the chair ...more context gets ...the ...
165
Multi-Modal Learning For Adaptive Scene Understanding
... a framework to optimise the image classification by mixing multiple CNNs trained on distinctive ...The framework is tested for pedestrian ...our framework can use any conventional classifier such as ...
122
Efficient multi-level scene understanding in videos
... of scene labeling into CNN-based methods, Chieh et ...holistic understanding within the CNNs framework, joint object and stuff segmentation is recently explored in [20] to achieve consistent ...
160
Enhancing scene text recognition with visual context information
... documents. Scene texts exhibit a large variability in appearances, and can prove to be challenging even for the state-of-the-art OCR ...Many scene understanding methods recognize objects and regions ...
130
Understanding the dispensary workflow at the Birmingham Free Clinic: a proposed framework for an informatics intervention
... Assessment of judges We computed three pairwise Kendall tau rank correlation coefficients between pharmacists (A, B, and C) in Table 3. These values demonstrated little similarity between the pharmacists’ ranked lists. ...
10
Real Time Understanding of Complex Discriminative Scene Descriptions
... visual scene highlighted in red (the target image) to another hu- man in the matcher ...The scene description is provided in one continuous stream of speech, but it includes three functional segments each ...
10
Basic level scene understanding: categories, attributes and structures
... for scene and object recog- ...of scene attribute labels and explore attribute recog- ...unified framework for parsing a 3D scene to generate a basic level 3D ...and context rules, the ...
10
3D spatial layout and geometric constraints for scene understanding
... 4.1.1 Context Features In Chapter 3 we proposed a joint model for encoding the contextual informa- tion provided by the surrounding scene layout to improve object ...the scene; for instance, objects ...
77
cdec: A Decoder, Alignment, and Learning Framework for Finite State and Context Free Translation Models
... We present cdec, an open source frame- work for decoding, aligning with, and training a number of statistical machine translation models, including word-based models, phrase-based models, and models based on synchronous ...
6
A 3D scene analysis framework and descriptors for risk evaluation
... of context, the elements that might contribute to the concept of risk can be broken down into components from which a decision can be ...and scene stability, derived from the resultant energy outputs due to ...
9