Predicting the motion of other road agents enables autonomous vehicles to perform safe and efficient path planning. This task is very complex, as behaviour depends on many factors number possible future trajectories can be considerable (multi-modal). Most prior approaches proposed address multi-modal prediction are based complex machine learning systems that have limited interpretability. Moreo...

Temporal video segmentation and classification have been advanced greatly by public benchmarks in recent years. However, such research still mainly focuses on human actions, failing to describe videos a holistic view. In addition, previous tends pay much attention visual information yet ignores the multi-modal nature of videos. To fill this gap, we construct an ‘Ads Video Segmentation’ dataset ...

Recently, scene text detection has become an active research topic in computer vision and document analysis, because of its great importance and significant challenge. However, vast majority of the existing methods detect text within local regions, typically through extracting character, word or line level candidates followed by candidate aggregation and false positive elimination, which potent...

The Dice score is widely used for binary segmentation due to its robustness to class imbalance. Soft generalisations of the Dice score allow it to be used as a loss function for training convolutional neural networks (CNN). Although CNNs trained using mean-class Dice score achieve state-of-the-art results on multi-class segmentation, this loss function does neither take advantage of inter-class...

At the end of 2012, Ceragon Networks set a new benchmark for microwave communications by introducing the industry’s first multi-core microwave radio, FibeAir IP-20C. A part of Ceragon’s Holistic HetNet Hauling (3H) vision, multi-core radio architecture marks the beginning of a new era in wireless communications, boosting microwave to new levels of capacity heretofore reserved to fiber optic cab...

At the end of 2012, Ceragon Networks set a new benchmark for microwave communications by introducing the industry’s first multi-core microwave radio, FibeAir IP-20C. A part of Ceragon’s Holistic HetNet Hauling (3H) vision, multi-core radio architecture marks the beginning of a new era in wireless communications, boosting microwave to new levels of capacity heretofore reserved to fiber optic cab...

Quality of life, health, and ability are often lost at the same time and most often in one decaying existential movement over 5 or 10 years. This "loss of life" is mostly too slow to be felt as life threatening, but once awakened to reality, it provokes the deepest of fears in patients: the fear of death itself and destruction of our mere existence. The horrible experience of having "lost life"...

BACKGROUND The aim of the study was to investigate nurses' and care workers' experiences of spiritual needs among residents with dementia in nursing homes. Nurses claim to practice holistic nursing. Nevertheless, there is little knowledge about how to recognise spiritual needs in residents with dementia. METHODS The study was conducted using a qualitative method with an exploratory design. Ei...