802 research outputs found
Computer vision
The field of computer vision is surveyed and assessed, key research issues are identified, and possibilities for a future vision system are discussed. The problems of descriptions of two and three dimensional worlds are discussed. The representation of such features as texture, edges, curves, and corners are detailed. Recognition methods are described in which cross correlation coefficients are maximized or numerical values for a set of features are measured. Object tracking is discussed in terms of the robust matching algorithms that must be devised. Stereo vision, camera control and calibration, and the hardware and systems architecture are discussed
Collective and single cell behavior in epithelial contact inhibition
Control of cell proliferation is a fundamental aspect of tissue physiology
central to morphogenesis, wound healing and cancer. Although many of the
molecular genetic factors are now known, the system level regulation of growth
is still poorly understood. A simple form of inhibition of cell proliferation
is encountered in vitro in normally differentiating epithelial cell cultures
and is known as "contact inhibition". The study presented here provides a
quantitative characterization of contact inhibition dynamics on tissue-wide and
single cell levels. Using long-term tracking of cultured MDCK cells we
demonstrate that inhibition of cell division in a confluent monolayer follows
inhibition of cell motility and sets in when mechanical constraint on local
expansion causes divisions to reduce cell area. We quantify cell motility and
cell cycle statistics in the low density confluent regime and their change
across the transition to epithelial morphology which occurs with increasing
cell density. We then study the dynamics of cell area distribution arising
through reductive division, determine the average mitotic rate as a function of
cell size and demonstrate that complete arrest of mitosis occurs when cell area
falls below a critical value. We also present a simple computational model of
growth mechanics which captures all aspects of the observed behavior. Our
measurements and analysis show that contact inhibition is a consequence of
mechanical interaction and constraint rather than interfacial contact alone,
and define quantitative phenotypes that can guide future studies of molecular
mechanisms underlying contact inhibition
Robust Methods for Visual Tracking and Model Alignment
The ubiquitous presence of cameras and camera networks needs the development of robust visual analytics algorithms. As the building block of many video visual surveillance tasks, a robust visual tracking algorithm plays an important role in achieving the goal of automatic and robust surveillance. In practice, it is critical to know when and where the tracking algorithm fails so that remedial measures can be taken to resume tracking. We propose a novel performance evaluation strategy for tracking systems using a time-reversed Markov chain. We also present a novel bidirectional tracker to achieve better robustness. Instead of looking only forward in the time domain, we incorporate both forward and backward processing of video frames using a time-reversibility constraint. When the objects of interest in surveillance applications have relatively stable structures, the parameterized shape model of objects can be usually built or learned from sample images, which allows us to perform more accurate tracking. We present a machine learning method to learn a scoring function without local extrema to guide the gradient descent/accent algorithm and find the optimal parameters of the shape model. These algorithms greatly improve the robustness of video analysis systems in practice
Video Deinterlacing using Control Grid Interpolation Frameworks
abstract: Video deinterlacing is a key technique in digital video processing, particularly with the widespread usage of LCD and plasma TVs. This thesis proposes a novel spatio-temporal, non-linear video deinterlacing technique that adaptively chooses between the results from one dimensional control grid interpolation (1DCGI), vertical temporal filter (VTF) and temporal line averaging (LA). The proposed method performs better than several popular benchmarking methods in terms of both visual quality and peak signal to noise ratio (PSNR). The algorithm performs better than existing approaches like edge-based line averaging (ELA) and spatio-temporal edge-based median filtering (STELA) on fine moving edges and semi-static regions of videos, which are recognized as particularly challenging deinterlacing cases. The proposed approach also performs better than the state-of-the-art content adaptive vertical temporal filtering (CAVTF) approach. Along with the main approach several spin-off approaches are also proposed each with its own characteristics.Dissertation/ThesisM.S. Electrical Engineering 201
An overview of computer vision
An overview of computer vision is provided. Image understanding and scene analysis are emphasized, and pertinent aspects of pattern recognition are treated. The basic approach to computer vision systems, the techniques utilized, applications, the current existing systems and state-of-the-art issues and research requirements, who is doing it and who is funding it, and future trends and expectations are reviewed
Space programs summary no. 37-29, volume VI FOR the period July 1, 1964 to August 31, 1964. Space exploration programs and space sciences
Summaries covering system development and operations of Ranger VII, Surveyor, and Mariner spacecraft, and engineering development at deep space network facilitie
Aerospace Medicine and Biology: A continuing bibliography, supplement 191
A bibliographical list of 182 reports, articles, and other documents introduced into the NASA scientific and technical information system in February 1979 is presented
Aerospace Medicine and Biology: A continuing bibliography with indexes, supplement 165, March 1977
This bibliography lists 198 reports, articles, and other documents introduced into the NASA scientific and technical information system in February 1977
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