The Center for Education and Research in Information Assurance and Security (CERIAS)

The Center for Education and Research in
Information Assurance and Security (CERIAS)

Reports and Papers Archive


Browse All Papers »       Submit A Paper »

Multimedia for mobile environment: image enhanced navigation

S Gautam, G Sarkis, E Tjandranegara, E Zelkowitz, Yung-Hsiang Lu, E J Delp
Download: PDF

As mobile systems (such as laptops and mobile telephones) continue growing, navigation assistance and location-based services are becoming increasingly important. Existing technology allow mobile users to access Internet services (e.g. email and web surfing), simple multimedia services (e.g. music and video clips), and make telephone calls. However, the potential of advanced multimedia services has not been fully developed, especially multimedia for navigation or location based services. At Purdue University, we are developing an image database, known as LAID, in which every image is annotated with its location, compass heading, acquisition time, and weather conditions. LAID can be used to study several types of navigation problems: A mobile user can take an image and transmit the image to the LAID sever. The server compares the image with the images stored in the database to determine where the user is located. We refer to this as the “forward” navigation problem. The second type of problem is to provide a “virtual tour on demand”. A user inputs a starting and an ending addresses and LAID retrieves the images along a route that connects the two addresses. This is a generalization of route planning. Our database currently contains over 20000 images and covers approximately 25% of the city of West Lafayette, Indiana.

Added 2008-04-07

Development and Validation of Value-, Outcome-, and Impression-Relevant Involvement Scales

Hyunyi Cho and Franklin J. Boster
Download: PDF

Despite scholarly consensus that there is more than one type of involvement, investigators have not developed measures that assess the various types across diverse contexts. The goal of this study was to develop and validate measures of value-, outcome-, and impression-relevant involvement. Items were developed for three social issues (abortion, death penalty, marijuana) and two consumer products (jeans, toothpaste). The results indicate that these items effectively distinguish the three types of involvement. In addition, evidence of construct validity was obtained. Specifically, impression-relevant involvement was associated with other-directedness, outcome-relevant involvement was more strongly associated with information seeking than either value- or impression-relevant involvement, and value-relevant involvement (but also outcome-relevant involvement) was related to attitude extremity.

Added 2008-04-07

A new video watermarking protocol

E Delp, E Lin
Download: PDF

This paper overviews the problems with temporal synchronization in video watermarking and describes a new approach for efficient synchronization and resynchronization. A complete version of the new method has been presented.

Added 2008-04-07

Finding Regions of Interest in Home Videos Based on Camera Motion

G Abdollahian, EJ Delp
Download: PDF

In this paper, we propose an algorithm for identifying regions of interest (ROIs) in video, particularly for the keyframes extracted from a home video. The camera motion is introduced as a new factor that can influence the visual saliency. The global motion parameters are used to generate location-based importance maps. These maps can be combined with other saliency maps calculated using other visual and high-level features. Here, we employed the contrast-based saliency as an important low level factor along with face detection as a high level feature in our approach.

Added 2008-04-07

Perceived effect of the mass media on self vs. other: A cross-cultural investigation of the third person effect hypothesis

Hyunyi Cho and Miejeon Han

This study represents the first cross-cultural investigation of the third person effect hypothesis, which states that individuals overestimate mass media effect on others (Davidson, 1983). It is predicted that the difference between perceived effects of the media on self vs. other will be greater in an individualistic than collectivistic culture, because in the latter self and other are not as separate and the motivation for self-enhancement is not as salient as in the former. Survey data were collected from 671 South Korean (n = 351) and U. S. (n = 320) college students regarding their perceptions about the effects of beer commercials, liquor advertisements, television news about AIDS, and television news about the effects of smoking. The third person effect of undesirable media content emerged from both American and Korean samples, but the size was consistently greater among Americans compared to Koreans. Likewise, the first person effect was greater among Americans rather than Koreans.

Added 2008-04-07

Printer and Sensor Forensics

N Khanna, AK Mikkilineni, Pei-Ju Chiang, MV Ortiz, V Shah, S Suh, G Chiu, JP Allebach, EJ Delp
Download: PDF

This paper describes methods for forensic characterization of imaging devices. This is important in verifying the trust and authenticity of data and the device that created it. Current forensic identification techniques for imaging devices, such as digital cameras, scanners, and printers, are presented. We discuss our ongoing research in creating a forensic framework for these devices. Also discussed are methods we have developed for securely embedding a separate communications channel in the device output.

Added 2008-04-07

Managing Fear in Public Health Campaigns: A Theory-Based Formative Evaluation Process

Hyunyi Cho and Kim Witte

The HIV/AIDS infection rate of Ethiopia is one of the world’s highest. Prevention campaigns should systematically incorporate and respond to at-risk population’s existing beliefs, emotions, and perceived barriers in the message design process to effectively promote behavior change. However, guidelines for conducting formative evaluation that are grounded in proven risk communication theory and empirical data analysis techniques are hard to find. This article provides a five-step formative evaluation process that translates theory and research for developing effective messages for behavior change. Guided by the extended parallel process model, the five-step process helps message designers manage public’s fear surrounding issues such as HIV/AIDS. An entertainment education project that used the process to design HIV/AIDS prevention messages for Ethiopian urban youth is reported. Data were collected in five urban regions of Ethiopia and analyzed according to the process to develop key messages for a 26-week radio soap opera.

Added 2008-04-07

Special Section on Security, Steganography, and Watermarking

J Dittmann, E Delp
Download: PDF
Added 2008-04-07

Fear Appeals for Individuals in Different Stages of Change: Intended and Unintended Effects and Implications on Public Health Campaigns

Hyunyi Cho, Charles T. Salmon

This study represents an initial attempt to examine the intended and unintended effects of fear appeals among individuals in different stages of change. Toward this end, a pilot study investigated the effects of fear appeals promoting skin cancer preventive behavior among college students. After being exposed to fear appeals, individuals who were in the precontemplation stage indicated a greater likelihood of thinking defensively and fatalistically regarding the facts on health risk than those who had intended to engage in or who had previously engaged in preventive behavior. Concurrently, after being exposed to fear appeals, those who were in the precontemplation stage reported less favorable attitudes toward message recommendations, weaker intentions to engage in recommended behavior, and less performance of preventive behavior than those who had contemplated or had previously engaged in preventive behavior. Implications of these results on future public health campaigns are discussed.

Added 2008-04-07

Characterization of RF Devices using Two-Tone Probe Signals

AF Martone, EJ Delp
Download: PDF

This paper describes a method for forensic characterization of RF devices using two-tone probe signals. When transmitted to an RF device, the two-tone signal is affected by nonlinear circuit components such as amplifiers or diodes. The nonlinear components cause intermodulation distortion to the input signal, which is reradiated by the device. Features of the intermodulation distortion products are used to construct a device fingerprint. The fingerprint is then used to characterize the device so that it can be identified from other RF devices.

Added 2008-04-07

Complexity-Rate-Distortion Analysis of Backward Channel Aware Wyner-Ziv Video Coding

L Liu, Z Li, EJ Delp
Download: PDF

Many Wyner-Ziv video coding (WZVC) schemes encode a video sequence into two types of frames, key frames and Wyner-Ziv frames. We have previously presented a Wyner-Ziv video coding scheme that uses backward channel aware motion estimation to encode the key frames, where motion estimation was performed at the decoder and motion information was sent back to the encoder. We refer to these backward predictively coded frames as BP frames. In this paper, we extend our previous work and propose three types of motion estimators. A model is presented to examine the complexity-rate-distortion performance of BP frames for the three motion estimators.

Added 2008-04-07

A comparison of fixed-point 2D 9/spl times/7 discrete wavelet transform implementations

HC Kim, EJ Delp
Download: PDF

We describe three 2D discrete wavelet transform fixed-point implementations and compare them in terms of quantization error for the Daubechies 9/spl times/7 filter bank. The three implementations are the polyphase form, lifting scheme, and reduced scaling lifting scheme. Experimental results show that the reduced scaling lifting scheme is more robust than the other schemes. Also, the number of cycles the implementations take on a Texas Instruments TMS320C6201 simulator are given as reference.

Added 2008-04-07

Markov random field estimation of lost DCT coefficients in JPEG due to packet errors

J Yang, E Delp
Download: PDF

Interleaving is used before the encoding of source symbols in JPEG to reduce visual artifacts due to lost packets because interleaving distributes the locations of errors. The recovery of lost DCT coefficients in interleaved image compression is investigated in this paper. To restore the lost coefficients, an Maximum a Posteriori (MAP) estimate for the DCT coefficients is proposed. Under the assumption of a Gauss-Markov Random Field (GMRF) model in the pixel domain, the MAP estimate for the lost DCT coefficients is derived.

Added 2008-04-07

Normal mammogram classification based on regional analysis

Yajie Sun, CF Babbs, EJ Delp
Download: PDF

The majority of screening mammograms are normal. It will be beneficial if a detection system is designed to help radiologists readily identify normal regions of mammograms. In this paper, we will present a binary tree classifier based on the use of global features extracted from different levels of a 2-D Quincunx wavelet decomposition of normal and abnormal regional images. This classifier is then used to classify whether an entire whole-field mammogram is normal. This approach is fundamentally different from other approaches that identify a particular abnormality in that is independent of the particular type of abnormality.

Added 2008-04-07

Influences of norm proximity and norm types on binge and non-binge drinkers: examining the under-examined aspects of social norms interventions on college campuses

Hyunyi Cho

Aims: Social norms interventions for reducing excessive drinking on college campuses have reported mixed results. In an attempt to understand the inconsistencies, this study examined some of the under-examined aspects of the social norms approach.

Design: A cross-sectional survey of undergraduate students at two large mid-western universities in the USA was conducted. Norm proximity (campus vs. friends’ norms), norm types (descriptive vs. injunctive norms), and college drinker types (frequent binge drinkers, occasional binge drinkers, and non-binge drinkers) were differentiated.

Findings: The influences of friends’ norms are stronger than those of campus and those of descriptive norms are stronger than injunctive norms. Friends’ descriptive norms influenced frequent and occasional binge drinkers’ behavior most strongly, whereas the campus descriptive norm and self-efficacy influenced non-binge drinkers’ behavior.

Conclusions: Proximity and types of norms as well as types of college drinkers will need to be distinguished in the future design and evaluation of social norms interventions.

Added 2008-04-07