Papers Video Saliency Prediction
“Video Saliency Prediction” 태그가 달린 논문 29편 · 필터 해제
Learning to Explore Intrinsic Saliency for Stereoscopic Video
The human visual system excels at biasing the stereoscopic visual signals by the attention mechanisms. Traditional methods relying on the low-level features and depth relevant information for stereoscopic video saliency …
Saliency DetectionSaliency PredictionVideo Saliency DetectionVideo Saliency PredictionDAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction
This paper studies audio-visual deep saliency prediction. It introduces a conceptually simple and effective Deep Audio-Visual Embedding for dynamic saliency prediction dubbed ``DAVE" in conjunction with our efforts towar…
DecoderPredictionSaliency PredictionVideo Saliency PredictionModel-guided Multi-path Knowledge Aggregation for Aerial Saliency Prediction
As an emerging vision platform, a drone can look from many abnormal viewpoints which brings many new challenges into the classic vision task of video saliency prediction. To investigate these challenges, this paper propo…
Aerial Video Saliency PredictionPredictionSaliency PredictionTransfer Learning+1DeepVS: A Deep Learning Based Video Saliency Prediction Approach
In this paper, we propose a novel deep learning based video saliency prediction method, named DeepVS. Specifically, we establish a large-scale eye-tracking database of videos (LEDOV), which includes 32 subjects' fixation…
Deep LearningPredictionSaliency PredictionVideo Saliency Detection+1Temporal Saliency Adaptation in Egocentric Videos
This work adapts a deep neural model for image saliency prediction to the temporal domain of egocentric video. We compute the saliency map for each video frame, firstly with an off-the-shelf model trained from static ima…
Saliency PredictionVideo Saliency PredictionVideo Saliency Detection by 3D Convolutional Neural Networks
Different from salient object detection methods for still images, a key challenging for video saliency detection is how to extract and combine spatial and temporal features. In this paper, we present a novel and effectiv…
Objectobject-detectionObject DetectionRGB Salient Object Detection+5A Learning-Based Visual Saliency Prediction Model for Stereoscopic 3D Video (LBVS-3D)
Over the past decade, many computational saliency prediction models have been proposed for 2D images and videos. Considering that the human visual system has evolved in a natural 3D environment, it is only natural to wan…
Saliency PredictionVideo Saliency PredictionBenchmark 3D eye-tracking dataset for visual saliency prediction on stereoscopic 3D video
Visual Attention Models (VAMs) predict the location of an image or video regions that are most likely to attract human attention. Although saliency detection is well explored for 2D image and video content, there are onl…
Saliency DetectionSaliency PredictionVideo Saliency PredictionPredicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM
Over the past few years, deep neural networks (DNNs) have exhibited great success in predicting the saliency of images. However, there are few works that apply DNNs to predict the saliency of generic videos. In this pape…
Saliency PredictionVideo Saliency Prediction