IEEE Transactions on Circuits and Systems for Video Technology

Saliency detection aims at quantitatively predicting attended locations in an image. It may mimic the selection mechanism of the human vision system, which processes a small subset of a massive amount of visual input while the redundant information is ignored. Motivated by the biological evidence that the receptive fields of simple cells in V1 of the vision system are similar to sparse codes learn... View full abstract»

Over the past few years, high resolutions have been desirable or essential, e.g., in online video systems, and therefore, much has been done to achieve an image of higher resolution from the corresponding low-resolution ones. This procedure of recovering/rebuilding is called single-image super-resolution (SR). Performance of image SR has been significantly improved via methods of sparse coding. Th... View full abstract»

Video streaming via Transmission Control Protocol (TCP) networks has become a popular and highly demanded service, but its quality assessment in both objective and subjective terms has not been properly addressed. In this paper, based on statistical analysis a full analytic model of a no-reference objective metric, namely pause intensity (PI), for video quality assessment is presented. The model c... View full abstract»

This paper presents dynamic media assemblage, which is a new presentation and summarization method for images and videos on a 2-D canvas. Instead of using the keyframes of the videos to generate a still image summarization, our method allows the videos to play simultaneously on the canvas while utilizing the limited space efficiently. This technique uses an efficient iterative packing algorithm, a... View full abstract»

We describe a system of embedding codes into projection display for structured light-based sensing, with the purpose of letting the projector serve as both a display device and a 3-D sensor. The challenge is to make the codes imperceptible to human eyes so as not to disrupt the content of the original projection. There is the temporal resolution limit of human vision that one can exploit, by havin... View full abstract»

Saliency detection for images and videos has become increasingly popular due to its wide applicability. In this paper, we present a new method that takes advantage of region-based visual dynamic contrast to generate temporally coherent video saliency maps. The concept of visual dynamics is formulated to represent both visual and motional variabilities of video content. Moreover, the regions are re... View full abstract»

We introduce a new objective assessment method for visual discomfort of stereoscopic images that makes effective use of the human visual attention model. The proposed method takes into account visual importance regions that play an important role in determining the overall degree of visual discomfort of a stereoscopic image. After obtaining a saliency-based visual importance map for an image, perc... View full abstract»

An area efficient row-parallel architecture is proposed for the real-time implementation of bivariate algebraic integer (AI) encoded 2-D discrete cosine transform (DCT) for image and video processing. The proposed architecture computes 8 × 8 2-D DCT transform based on the Arai DCT algorithm. An improved fast algorithm for AI-based 1-D DCT computation is proposed along with a single channel 2-D DCT... View full abstract»

This paper presents a novel hierarchical rate control (HRC) for the Multiview Video Coding standard targeting improved bandwidth usage and high video quality. The HRC is designed to jointly address the rate control at both frame level and basic unit (BU) level. The proposed scheme is able to exploit the bitrate distribution correlation with neighboring frames to efficiently predict the future bitr... View full abstract»

This paper presents a bidirectional motion estimation (ME) method based on tracking feature trajectories and compensating for occlusion to enhance the temporal resolution of an input video sequence. First, we extract features and estimate their trajectories in the forward direction. We continue to track features only if the reliability of their trajectory is sufficiently high. Accordingly, if a fe... View full abstract»

The rate-distortion performance of a distributed video coding system strongly depends on the characteristics of the side information. One could naïvely think that the best side information is the one with the largest PSNR with respect to the original corresponding image. However, previous works have shown that this is not always the case and a reduction of the side information MSE does not always ... View full abstract»

Developing universal and context-invariant methods is one of the hardest challenges in computer vision. Background subtraction (BS), an essential precursor in most machine vision applications used for foreground detection, is no exception. Due to overreliance on statistical observations, most BS techniques show unpredictable behavior in dynamic unconstrained scenarios in which the characteristics ... View full abstract»

This is a correction to the “HEVC deblocking filter” article published in IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 12, Dec. 2012. View full abstract»