Improved Selective Encryption Techniques for Secure Transmission of Mpeg Video Bit-Streams. - Adnan M. Alattar; Ghassan Al-Regib; Saud Al-Semari (ICIP (4), 1999)

Evaluation of selective encryption techniques for secure transmission of MPEG-compressed bit-streams. - Adnan M. Alattar; Ghassan Al-Regib (ISCAS (4), 1999)

2-D motion estimation with hierarchical content based meshes. - Ghassan Al-Regib; Yucel Altunbasak (ICASSP, 2001)

A System Level Framework for Streaming 3-D Meshes over Packet Networks. - Ghassan Al-Regib; Yucel Altunbasak (ICN (2), 2001)

An unequal error protection method for progressively compressed 3-D meshes. - Ghassan Al-Regib; Yucel Altunbasak; Jarek Rossignac (ICASSP, 2002)

A joint source and channel coding approach for progressively compressed 3-D mesh transmission. - Ghassan Al-Regib; Yucel Altunbasak; Jarek Rossignac (ICIP (2), 2002)

Protocol for streaming compressed 3-D animations over lossy channels. - Ghassan Al-Regib; Yucel Altunbasak; Jarek Rossignac; Russell M. Mersereau (ICME (1), 2002)

An Unequal Error Protection Method for Packet Loss Resilient 3-D Mesh Transmission. - Ghassan Al-Regib; Yucel Altunbasak (INFOCOM, 2002)

3TP: an application-layer protocol for streaming 3-D graphics. - Ghassan Al-Regib; Yucel Altunbasak (ICME, 2003)

Hierarchical motion estimation with content-based meshes. - Ghassan Al-Regib; Yucel Altunbasak; Russell M. Mersereau (IEEE Trans. Circuits Syst. Video Technol., 2003)

A low-complexity video encoder with decoder motion estimator. - Sibel Yaman; Ghassan Al-Regib (ICASSP (3), 2004)

Packetized media streaming over multiple wireless channels. - Dihong Tian; Yen-Chi Lee; Ghassan Al-Regib; Yucel Altunbasak (ICC, 2004)

FQM: a fast quality measure for efficient transmission of textured 3D models. - Dihong Tian; Ghassan Alregib (ACM Multimedia, 2004)

3TP: 3-D models transport protocol. - Ghassan Al-Regib; Yucel Altunbasak (Web3D, 2004)

Optimal packet scheduling for wireless video streaming with error-prone feedback. - Dihong Tian; Xiaohuan Li; Ghassan Al-Regib; Yucel Altunbasak; Joel R. Jackson (WCNC, 2004)

Cooperative MAC and routing protocols for wireless ad hoc networks. - Aytac Azgin; Yucel Altunbasak; Ghassan Alregib (GLOBECOM, 2005)

Parallel distributed detection for wireless sensor networks: performance analysis and design. - Israfil Bahceci; Ghassan Al-Regib; Yucel Altunbasak (GLOBECOM, 2005)

Progressive streaming of textured 3D models over bandwidth-limited channels. - Dihong Tian; Ghassan Al-Regib (ICASSP (2), 2005)

Serial distributed detection for wireless sensor networks. - Israfil Bahceci; Ghassan Al-Regib; Yucel Altunbasak (ISIT, 2005)

Bit allocation for joint source and channel coding of progressively compressed 3-D models. - Ghassan Al-Regib; Yucel Altunbasak; Russell M. Mersereau (IEEE Trans. Circuits Syst. Video Technol., 2005)

An unequal error protection method for progressively transmitted 3D models. - Ghassan Al-Regib; Yucel Altunbasak; Jarek Rossignac (IEEE Trans. Multim., 2005)

3TP: an application-Layer protocol for streaming 3-D models. - Ghassan Al-Regib; Yucel Altunbasak (IEEE Trans. Multim., 2005)

Error-resilient transmission of 3D models. - Ghassan Al-Regib; Yucel Altunbasak; Jarek Rossignac (ACM Trans. Graph., 2005)

Latency-Minimized Delivery for Multi-Resolution Mesh Geometry. - Ghassan Al-Regib; Dihong Tian (ICASSP (5), 2006)

PODs: Partially Ordered Delivery for 3D Scenes in Resource-Constrained Environments. - Dihong Tian; Ghassan Al-Regib (ICASSP (5), 2006)

Multi-Streaming of Visual Scenes with Scalable Partial Reliability. - Ghassan Alregib; Dihong Tian (ICIP, 2006)

Adaptive Multi-Resolution Coding for 3D Scenes using Vector Quantization. - Junlin Li; Dihong Tian; Ghassan Alregib (ICIP, 2006)

Design of a Transmission Protocol for a CVE. - Fred Stakem; Ghassan Alregib; Biing-Hwang Juang; Mourad Bouzit (ICIP, 2006)

Parity-Object Embedded Streaming for Synthetic Graphics. - Dihong Tian; Ghassan Alregib (ICIP, 2006)

Mobility Support for Cooperative Wireless Networks. - Aytac Azgin; Yucel Altunbasak; Ghassan Al-Regib (VTC Fall, 2006)

Parity streams: a novel FEC scheme with the stream control transmission protocol. - Dihong Tian; Ghassan Al-Regib (IEEE Commun. Lett., 2006)

On-demand transmission of 3D models over lossy networks. - Dihong Tian; Ghassan Al-Regib (Signal Process. Image Commun., 2006)

Vector Quantization in Multiresolution Mesh Compression. - Junlin Li; Dihong Tian; Ghassan Alregib (IEEE Signal Process. Lett., 2006)

Hybrid Variable Length Coding for Image and Video Compression. - Dihong Tian; W. Homer Chen; Pi Sheng Chang; Ghassan Al-Regib; Russell M. Mersereau (ICASSP (1), 2007)

Towards modeling human arm movement in a CVE. - Fred Stakem; Ghassan Alregib; Biing-Hwang Fred Juang (IMMERSCOM, 2007)

Joint Source and Channel Coding for 3-D Scene Databases Using Vector Quantization and Embedded Parity Objects. - Dihong Tian; Junlin Li; Ghassan Alregib (IEEE Trans. Image Process., 2007)

Multistreaming of 3-D Scenes With Optimized Transmission and Rendering Scalability. - Dihong Tian; Ghassan Alregib (IEEE Trans. Multim., 2007)

Rate-Constrained Distributed Estimation in Wireless Sensor Networks. - Junlin Li; Ghassan Alregib (IEEE Trans. Signal Process., 2007)

Joint position and amplitude coding in hybrid variable length coding for video compression. - Junlin Li; Ghassan Alregib; Dihong Tian; Pi Sheng Chang; Wen H. Chen (ICASSP, 2008)

Maximizing Network Lifetime for Estimation in Multi-Hop Wireless Sensor Networks. - Junlin Li; Ghassan Alregib (ICCCN, 2008)

3-D Position and Amplitude VLC Coding in H.264/AVC. - Junlin Li; Ghassan Alregib; Dihong Tian; Pi Sheng Chang; Wen H. Chen (ICCCN, 2008)

Arm Movement Prediction Using Neural Networks. - Fred Stakem; Ghassan Alregib (ICCCN, 2008)

Three-dimensional position and amplitude VLC coding in H.264/AVC. - Junlin Li; Ghassan Alregib; Dihong Tian; Pi Sheng Chang; Wen H. Chen (ICIP, 2008)

Multimedia Immersive Technologies and Networking. - Mohammed Ghanbari 001; Feng Wu 001; Cha Zhang; Ghassan Alregib; Athanasios V. Vasilakos (Adv. Multim., 2008)

Technology and Tools to Enhance Distributed Engineering Education. - Ghassan AlRegib; Monson H. Hayes; Elliot Moore; Douglas B. Williams (Proc. IEEE, 2008)

Function-Based Network Lifetime for Estimation in Wireless Sensor Networks. - Junlin Li; Ghassan Alregib (IEEE Signal Process. Lett., 2008)

BaTex3: Bit Allocation for Progressive Transmission of Textured 3-D Models. - Dihong Tian; Ghassan Alregib (IEEE Trans. Circuits Syst. Video Technol., 2008)

Context-adaptive hybrid variable length coding in H.264/AVC. - Junlin Li; Ghassan Alregib; Dihong Tian; Wen H. Chen; Pi Sheng Chang (ICIP, 2009)

Characterization of image distortions in multi-camera systems. - Mashhour Solh; Ghassan AlRegib (IMMERSCOM, 2009)

An adaptive approach to exponential smoothing for CVE state prediction. - Fred Stakem; Ghassan AlRegib (IMMERSCOM, 2009)

Network lifetime maximization for estimation in multihop wireless sensor networks. - Junlin Li; Ghassan Al-Regib (IEEE Trans. Signal Process., 2009)

Distributed estimation in energy-constrained wireless sensor networks. - Junlin Li; Ghassan Al-Regib (IEEE Trans. Signal Process., 2009)

Hierarchical Hole-Filling(HHF): Depth image based rendering without depth map filtering for 3D-TV. - Mashhour Solh; Ghassan Al-Regib (MMSP, 2010)

Gadgets and Signal Processing: The 2010 International CES [In the Spotlight]. - Andres Kwasinski; Ghassan AlRegib (IEEE Signal Process. Mag., 2010)

Trajectory triangulation: 3D motion reconstruction with ℓ1 optimization. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (ICASSP, 2011)

Improved DCT coefficient distribution modeling for H.264-like video coders based on block classification. - Nejat Kamaci; Ghassan Alregib (ICIP, 2011)

A no-reference quality measure for DIBR-based 3D videos. - Mashhour Solh; Ghassan Al-Regib (ICME, 2011)

3VQM: A vision-based quality measure for DIBR-based 3D videos. - Mashhour Solh; Ghassan Al-Regib; Judit Martinez Bauza (ICME, 2011)

The Mosaic Camera: Streaming, Coding and Compositing Experiments. - Mashhour Solh; Ghassan Alregib (ISM, 2011)

An integrated framework for universal motion control. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (VRCAI, 2011)

SPS Global Presence and Extinct Technologies [From the Editor]. - Ghassan Alregib (IEEE Signal Process. Mag., 2011)

Multimedia Quality Assessment [DSP Forum]. - Fatih Porikli; Al Bovik; Chris Plack; Ghassan Alregib; Joyce E. Farrell; Patrick Le Callet; Quan Huynh-Thu; Sebastian Möller 001; Stefan Winkler 001 (IEEE Signal Process. Mag., 2011)

Depth adaptive hierarchical hole filling for DIBR-based 3D videos. - Mashhour Solh; Ghassan AlRegib (Three-Dimensional Image Processing (3DIP) and Applications, 2012)

Depth map estimation in DIBR stereoscopic 3d videos using a combination of monocular cues. - Mohammed A. Aabed; Dogancan Temel; Mashhour Solh; Ghassan Al-Regib (ACSCC, 2012)

Depth-less 3D rendering. - Mashhour Solh; Ghassan Al-Regib (ACSCC, 2012)

Statistical modeling of social networks activities. - Mohammed A. Aabed; Ghassan AlRegib (ESPA, 2012)

A new 6D motion gesture database and the benchmark results of feature-based statistical recognition. - Mingyu Chen 003; Ghassan AlRegib; Biing-Hwang Juang (ESPA, 2012)

Cooperative on-demand delivery for IPTV networks. - Aytac Azgin; Ghassan Al-Regib; Yucel Altunbasak (GLOBECOM, 2012)

6D motion gesture recognition using spatio-temporal features. - Mingyu Chen 003; Ghassan Alregib; Biing-Hwang Juang (ICASSP, 2012)

Block-overlap-based validity metric for hybrid de-interlacing. - Michael Santoro; Ghassan Al-Regib; Yucel Altunbasak (ICIP, 2012)

Curvelet transform with adaptive tiling. - Hasan Al-Marzouqi; Ghassan AlRegib (Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications, 2012)

Misalignment correction for depth estimation using stereoscopic 3-D cameras. - Michael Santoro; Ghassan Al-Regib; Yucel Altunbasak (MMSP, 2012)

Motion estimation using block overlap minimization. - Michael Santoro; Ghassan Al-Regib; Yucel Altunbasak (MMSP, 2012)

6DMG: a new 6D motion gesture database. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (MMSys, 2012)

Impact of video parameters on the DCT coefficient distribution for H.264-like video coders. - Nejat Kamaci; Ghassan Al-Regib (Visual Information Processing and Communication, 2012)

Adaptive Search-based Hierarchical Motion Estimation using Spatial Priors. - Michael Santoro; Ghassan Al-Regib; Yucel Altunbasak (VISAPP (2), 2012)

Introduction to the Issue on Emerging Techniques in 3-D. - A. Aydin Alatan; Jörn Ostermann; Levent Onural; Ghassan Alregib; Stefano Mattoccia; Chunrong Yuan (IEEE J. Sel. Top. Signal Process., 2012)

Hierarchical Hole-Filling For Depth-Based View Synthesis in FTV and 3D Video. - Mashhour Solh; Ghassan Al-Regib (IEEE J. Sel. Top. Signal Process., 2012)

MIQM: A Multicamera Image Quality Measure. - Mashhour Solh; Ghassan Al-Regib (IEEE Trans. Image Process., 2012)

Coding of 3D videos based on visual discomfort. - Dogancan Temel; Ghassan Al-Regib (ACSSC, 2013)

Using the coefficient of variation to improve the sparsity of seismic data. - Hasan Al-Marzouqi; Ghassan Al-Regib (GlobalSIP, 2013)

Searching for the optimal curvelet tiling. - Hasan Al-Marzouqi; Ghassan Alregib (ICASSP, 2013)

Modified weak fusion model for depthless streaming of 3D videos. - Dogancan Temel; Qiongjie Lin; Guangcong Zhang; Ghassan Alregib (ICME Workshops, 2013)

Effectiveness of 3VQM in capturing depth inconsistencies. - Dogancan Temel; Ghassan AlRegib (IVMSP, 2013)

Efficient streaming of stereoscopic depth-based 3D videos. - Dogancan Temel; Mohammed A. Aabed; Mashhour Solh; Ghassan AlRegib (Visual Information Processing and Communication, 2013)

Joint Framework for Motion Validity and Estimation Using Block Overlap. - Michael Santoro; Ghassan Al-Regib; Yucel Altunbasak (IEEE Trans. Image Process., 2013)

Cooperative Delivery Techniques to Support Video-on-Demand Service in IPTV Networks. - Aytac Azgin; Ghassan Alregib; Yucel Altunbasak (IEEE Trans. Multim., 2013)

Feature Processing and Modeling for 6D Motion Gesture Recognition. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (IEEE Trans. Multim., 2013)

No-reference perceptual quality assessment of streamed videos using optical flow features. - Mohammed A. Aabed; Ghassan Al-Regib (GlobalSIP, 2014)

Texture similarity using periodically extended and adaptive curvelets. - Hasan Al-Marzouqi; Ghassan Al-Regib (GlobalSIP, 2014)

COHERENSi: A new full-reference IQA index using error spectrum chaos. - Tamir Hegazy; Ghassan Al-Regib (GlobalSIP, 2014)

Image quality assessment and color difference. - Dogancan Temel; Ghassan Al-Regib (GlobalSIP, 2014)

Fault detection using color blending and color transformations. - Zhen Wang 007; Dogancan Temel; Ghassan Al-Regib (GlobalSIP, 2014)

No-reference quality assessment of HEVC videos in loss-prone networks. - Mohammed A. Aabed; Ghassan Alregib (ICASSP, 2014)

Fault detection in seismic datasets using hough transform. - Zhen Wang 007; Ghassan Alregib (ICASSP, 2014)

A comparative study of computational aesthetics. - Dogancan Temel; Ghassan Al-Regib (ICIP, 2014)

Automatic fault tracking across seismic volumes via tracking vectors. - Zhen Wang 007; Zhiling Long; Ghassan Al-Regib; Asjad Amin; Mohamed A. Deriche (ICIP, 2014)

Unsupervised uncertainty analysis for video saliency detection. - Tariq Alshawi; Zhiling Long; Ghassan Al-Regib (ACSSC, 2015)

Unsupervised estimation of uncertainty for video saliency detection using temporal cues. - Tariq Alshawi; Zhiling Long; Ghassan AlRegib (GlobalSIP, 2015)

The role of perceptual texture dissimilarity in automating seismic data interpretation. - Tamir Hegazy; Zhen Wang 007; Ghassan Al-Regib (GlobalSIP, 2015)

Seismic interpretation of migrated data using edge-based geodesic active contours. - Muhammad Amir Shafiq; Zhen Wang 007; Ghassan AlRegib (GlobalSIP, 2015)

A comparative study of quality and content-based spatial pooling strategies in image quality assessment. - Dogancan Temel; Ghassan AlRegib (GlobalSIP, 2015)

Saliency detection for videos using 3D FFT local spectra. - Zhiling Long; Ghassan AlRegib (Human Vision and Electronic Imaging, 2015)

Reduced-reference perceptual quality assessment for video streaming. - Mohammed A. Aabed; Ghassan Al-Regib (ICIP, 2015)

A curvelet-based distance measure for seismic images. - Yazeed Alaudah; Ghassan Al-Regib (ICIP, 2015)

PerSIM: Multi-resolution image quality assessment in the perceptually uniform color domain. - Dogancan Temel; Ghassan Al-Regib (ICIP, 2015)

Tensor-based subspace learning for tracking salt-dome boundaries. - Zhen Wang 007; Zhiling Long; Ghassan AlRegib (ICIP, 2015)

HeartBEAT: Heart beat estimation through adaptive tracking. - Huijie Pan; Dogancan Temel; Ghassan Al-Regib (BHI, 2016)

SalSi: A new seismic attribute for salt dome detection. - Muhammad Amir Shafiq; Tariq Alshawi; Zhiling Long; Ghassan AlRegib (ICASSP, 2016)

Tensor-based subspace learning for tracking salt-dome boundaries constrained by seismic attributes. - Zhen Wang 007; Zhiling Long; Ghassan Al-Regib (ICASSP, 2016)

Weakly-supervised labeling of seismic volumes using reference exemplars. - Yazeed Alaudah; Ghassan AlRegib (ICIP, 2016)

Completed local derivative pattern for rotation invariant texture classification. - Yuting Hu 001; Zhiling Long; Ghassan AlRegib (ICIP, 2016)

ReSIFT: Reliability-weighted sift-based image quality assessment. - Dogancan Temel; Ghassan AlRegib (ICIP, 2016)

Understanding spatial correlation in eye-fixation maps for visual attention in videos. - Tariq Alshawi; Zhiling Long; Ghassan AlRegib (ICME, 2016)

BLeSS: Bio-inspired low-level spatiochromatic similarity assisted image quality assessment. - Dogancan Temel; Ghassan AlRegib (ICME, 2016)

Perceptual video quality assessment: Spatiotemporal pooling strategies for different distortions and visual maps. - Mohammed A. Aabed; Ghassan AlRegib (MMSP, 2016)

Content-adaptive non-parametric texture similarity measure. - Motaz Alfarraj; Yazeed Alaudah; Ghassan AlRegib (MMSP, 2016)

Boosting in image quality assessment. - Dogancan Temel; Ghassan AlRegib (MMSP, 2016)

CSV: Image quality assessment based on color, structure, and visual system. - Dogancan Temel; Ghassan AlRegib (Signal Process. Image Commun., 2016)

UNIQUE: Unsupervised Image Quality Estimation. - Dogancan Temel; Mohit Prabhushankar; Ghassan AlRegib (IEEE Signal Process. Lett., 2016)

Air-Writing Recognition - Part I: Modeling and Recognition of Characters, Words, and Connecting Motions. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (IEEE Trans. Hum. Mach. Syst., 2016)

Air-Writing Recognition - Part II: Detection and Recognition of Writing Activity in Continuous Stream of Motion Data. - Mingyu Chen 003; Ghassan Al-Regib; Biing-Hwang Juang (IEEE Trans. Hum. Mach. Syst., 2016)

Scale selective extended local binary pattern for texture classification. - Yuting Hu 001; Zhiling Long; Ghassan AlRegib (ICASSP, 2017)

Phase Congruency for image understanding with applications in computational seismic interpretation. - Muhammad Amir Shafiq; Yazeed Alaudah; Ghassan AlRegib; Mohamed A. Deriche (ICASSP, 2017)

Generating adaptive and robust filter sets using an unsupervised learning framework. - Mohit Prabhushankar; Dogancan Temel; Ghassan AlRegib (ICIP, 2017)

Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisons. - Muhammad Amir Shafiq; Zhiling Long; Tariq Alshawi; Ghassan AlRegib (ICIP, 2017)

Power of tempospatially unified spectral density for perceptual video quality assessment. - Mohammed A. Aabed; Gukyeong Kwon; Ghassan AlRegib (ICME, 2017)

MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality Estimation. - Mohit Prabhushankar; Dogancan Temel; Ghassan AlRegib (IQSP, 2017)

Grounded Objects and Interactions for Video Captioning. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CoRR, 2017)

CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition. - Dogancan Temel; Gukyeong Kwon; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2017)

Curvelet transform with learning-based tiling. - Hasan Al-Marzouqi; Ghassan AlRegib (Signal Process. Image Commun., 2017)

Interactive Fault Extraction in 3-D Seismic Data Using the Hough Transform and Tracking Vectors. - Zhen Wang 007; Ghassan AlRegib (IEEE Trans. Computational Imaging, 2017)

Attend and Interact: Higher-Order Object Interactions for Video Understanding. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CVPR, 2018)

Fault Detection Using Attention Models Based on Visual Saliency. - Muhammad Amir Shafiq; Zhiling Long; Haibin Di; Ghassan Al-Regib; Mohamed A. Deriche (ICASSP, 2018)

Semantically Interpretable and Controllable Filter Sets. - Mohit Prabhushankar; Gukyeong Kwon; Dogancan Temel; Ghassan AlRegib (ICIP, 2018)

CURE-OR: Challenging Unreal and Real Environments for Object Recognition. - Dogancan Temel; Jinsol Lee; Ghassan Alregib (ICMLA, 2018)

A comparative study of texture attributes for characterizing subsurface structures in seismic volumes. - Zhiling Long; Yazeed Alaudah; Muhammad Ali Qureshi; Yuting Hu 001; Zhen Wang 007; Motaz Alfarraj; Ghassan AlRegib; Asjad Amin; Mohamed A. Deriche; Suhail Al-Dharrab; Haibin Di (CoRR, 2018)

Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective. - Ghassan AlRegib; Mohamed A. Deriche; Zhiling Long; Haibin Di; Zhen Wang 007; Yazeed Alaudah; Muhammad A. Shafiq; Motaz Alfarraj (CoRR, 2018)

The role of visual saliency in the automation of seismic interpretation. - Muhammad Amir Shafiq; Tariq Alshawi; Zhiling Long; Ghassan AlRegib (CoRR, 2018)

A High-Speed, Real-Time Vision System for Texture Tracking and Thread Counting. - Yuting Hu 001; Zhiling Long; Ghassan AlRegib (IEEE Signal Process. Lett., 2018)

Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective. - Ghassan AlRegib; Mohamed A. Deriche; Zhiling Long; Haibin Di; Zhen Wang 007; Yazeed Alaudah; Muhammad Amir Shafiq; Motaz Alfarraj (IEEE Signal Process. Mag., 2018)

Subsurface Exploration: Recent Advances in Geo-Signal Processing, Interpretation, and Learning [From the Guest Editors]. - Ghassan AlRegib; Sergey Fomel; Renato Rocha Lopes (IEEE Signal Process. Mag., 2018)

Traffic Signs in the Wild: Highlights from the IEEE Video and Image Processing Cup 2017 Student Competition [SP Competitions]. - Dogancan Temel; Ghassan AlRegib (IEEE Signal Process. Mag., 2018)

Unsupervised Uncertainty Estimation Using Spatiotemporal Cues in Video Saliency Detection. - Tariq Alshawi; Zhiling Long; Ghassan AlRegib (IEEE Trans. Image Process., 2018)

The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation. - Chih-Yao Ma; Zuxuan Wu; Ghassan AlRegib; Caiming Xiong; Zsolt Kira (CVPR, 2019)

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation. - Min-Hung Chen; Zsolt Kira; Ghassan Alregib; Jaekwon Yoo; Ruxin Chen; Jian Zheng (ICCV, 2019)

Multi-Level Texture Encoding and Representation (Multer) Based on Deep Neural Networks. - Yuting Hu 001; Zhiling Long; Ghassan AlRegib (ICIP, 2019)

Distorted Representation Space Characterization Through Backpropagated Gradients. - Gukyeong Kwon; Mohit Prabhushankar; Dogancan Temel; Ghassan AlRegib (ICIP, 2019)

Implicit Background Estimation For Semantic Segmentation. - Charles Lehman; Dogancan Temel; Ghassan AlRegib (ICIP, 2019)

Object Recognition Under Multifarious Conditions: A Reliability Analysis and a Feature Similarity-Based Performance Estimation. - Dogancan Temel; Jinsol Lee; Ghassan AlRegib (ICIP, 2019)

Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. - Chih-Yao Ma; Jiasen Lu; Zuxuan Wu; Ghassan AlRegib; Zsolt Kira; Richard Socher; Caiming Xiong (ICLR (Poster), 2019)

Automated Pupillary Light Reflex Test on a Portable Platform. - Dogancan Temel; Melvin J. Mathew; Ghassan AlRegib; Yousuf M. Khalifa (ISMR, 2019)

A Machine Learning Benchmark for Facies Classification. - Yazeed Alaudah; Patrycja Michalowicz; Motaz Alfarraj; Ghassan AlRegib (CoRR, 2019)

Petrophysical property estimation from seismic data using recurrent neural networks. - Motaz Alfarraj; Ghassan AlRegib (CoRR, 2019)

Characterization of migrated seismic volumes using texture attributes: a comparative study. - Zhiling Long; Yazeed Alaudah; Muhammad Ali Qureshi; Motaz Al Farraj; Zhen Wang 007; Asjad Amin; Mohamed A. Deriche; Ghassan AlRegib (CoRR, 2019)

Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement Conditions. - Dogancan Temel; Tariq Alshawi; Min-Hung Chen; Ghassan AlRegib (CoRR, 2019)

Temporal Attentive Alignment for Video Domain Adaptation. - Min-Hung Chen; Zsolt Kira; Ghassan AlRegib (CoRR, 2019)

Learning to Generate Grounded Image Captions without Localization Supervision. - Chih-Yao Ma; Yannis Kalantidis; Ghassan AlRegib; Peter Vajda; Marcus Rohrbach; Zsolt Kira (CoRR, 2019)

Semi-supervised Sequence Modeling for Elastic Impedance Inversion. - Motaz Alfarraj; Ghassan AlRegib (CoRR, 2019)

Texture retrieval using periodically extended and adaptive curvelets. - Hasan Al-Marzouqi; Yuting Hu 001; Ghassan AlRegib (Signal Process. Image Commun., 2019)

TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition. - Chih-Yao Ma; Min-Hung Chen; Zsolt Kira; Ghassan AlRegib (Signal Process. Image Commun., 2019)

Perceptual image quality assessment through spectral analysis of error representations. - Dogancan Temel; Ghassan AlRegib (Signal Process. Image Commun., 2019)

PeQASO: Perceptual Quality Assessment of Streamed Videos Using Optical Flow Features. - Mohammed A. Aabed; Ghassan AlRegib (IEEE Trans. Broadcast., 2019)

LANDMASS. - Ghassan AlRegib; Yazeed Alaudah; Motaz Alfarraj (IEEE DataPort, 2019)

Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation. - Min-Hung Chen; Baopu Li; Yingze Bao; Ghassan AlRegib; Zsolt Kira (CVPR, 2020)

Backpropagated Gradient Representations for Anomaly Detection. - Gukyeong Kwon; Mohit Prabhushankar; Dogancan Temel; Ghassan AlRegib (ECCV (21), 2020)

Learning to Generate Grounded Visual Captions Without Localization Supervision. - Chih-Yao Ma; Yannis Kalantidis; Ghassan AlRegib; Peter Vajda; Marcus Rohrbach; Zsolt Kira (ECCV (18), 2020)

Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. - Mustafa Alfarhan; Mohamed Deriche 001; Ahmed Maalej; Ghassan AlRegib; Hasan Al-Marzouqi (ICIP, 2020)

Self-Supervised Annotation of Seismic Images Using Latent Space Factorization. - Oluwaseun Joseph Aribido; Ghassan AlRegib; Mohamed Deriche 001 (ICIP, 2020)

Novelty Detection Through Model-Based Characterization of Neural Networks. - Gukyeong Kwon; Mohit Prabhushankar; Dogancan Temel; Ghassan AlRegib (ICIP, 2020)

Gradients as a Measure of Uncertainty in Neural Networks. - Jinsol Lee; Ghassan AlRegib (ICIP, 2020)

On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption. - Charles Lehman; Dogancan Temel; Ghassan Alregib (ICIP, 2020)

Robustness And Overfitting Behavior Of Implicit Background Models. - Shirley Liu; Charles Lehman; Ghassan AlRegib (ICIP, 2020)

Contrastive Explanations In Neural Networks. - Mohit Prabhushankar; Gukyeong Kwon; Dogancan Temel; Ghassan AlRegib (ICIP, 2020)

S6: Semi-Supervised Self-Supervised Semantic Segmentation. - Moamen Soliman; Charles Lehman; Ghassan AlRegib (ICIP, 2020)

Implicit Saliency In Deep Neural Networks. - Yutong Sun; Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2020)

Action Segmentation with Mixed Temporal Domain Adaptation. - Min-Hung Chen; Baopu Li; Yingze Bao; Ghassan AlRegib (WACV, 2020)

Fabric Surface Characterization: Assessment of Deep Learning-based Texture Representations Using a Challenging Dataset. - Yuting Hu 001; Zhiling Long; Anirudha Sundaresan; Motaz Alfarraj; Ghassan AlRegib; Sungmee Park; Sundaresan Jayaraman (CoRR, 2020)

Texture classification using block intensity and gradient difference (BIGD) descriptor. - Yuting Hu 001; Zhen Wang 007; Ghassan AlRegib (Signal Process. Image Commun., 2020)

Relative Afferent Pupillary Defect Screening Through Transfer Learning. - Dogancan Temel; Melvin J. Mathew; Ghassan AlRegib; Yousuf M. Khalifa (IEEE J. Biomed. Health Informatics, 2020)

Traffic Sign Detection Under Challenging Conditions: A Deeper Look into Performance Variations and Spectral Characteristics. - Dogancan Temel; Min-Hung Chen; Ghassan AlRegib (IEEE Trans. Intell. Transp. Syst., 2020)

Facies-Mark: A Machine Learning Benchmark for Facies Classification. - Ghassan Alregib; Yazeed Alaudah; Patrycja Michalowicz; Motaz Alfarraj (IEEE DataPort, 2020)

CoMMonS: Challenging Microscopic Material Surface Dataset. - Yuting Hu 001; Zhiling Long; Anirudha Sundaresan; Motaz Alfarraj; Ghassan AlRegib (IEEE DataPort, 2020)

Explaining Deep Models Through Forgettable Learning Dynamics. - Ryan Benkert; Oluwaseun Joseph Aribido; Ghassan AlRegib (ICIP, 2021)

Open-Set Recognition With Gradient-Based Representations. - Jinsol Lee; Ghassan AlRegib (ICIP, 2021)

Man-Recon: Manifold Learning For Reconstruction With Deep Autoencoder For Smart Seismic Interpretation. - Ahmad Mustafa 002; Ghassan AlRegib (ICIP, 2021)

Extracting Causal Visual Features For Limited Label Classification. - Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2021)

Contrastive Reasoning in Neural Networks. - Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2021)

Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection. - Oluwaseun Joseph Aribido; Ghassan AlRegib; Yazeed Alaudah (CoRR, 2021)

CURE-TSD: Challenging Unreal and Real Environment for Traffic Sign Detection. - Dogancan Temel; Tariq Alshawi; Min-Hung Chen; Ghassan AlRegib (IEEE DataPort, 2021)

CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition. - Dogancan Temel; Gukyeong Kwon; Mohit Prabhushankar; Ghassan AlRegib (IEEE DataPort, 2021)

CURE-OR: Challenging Unreal and Real Environment for Object Recognition. - Dogancan Temel; Jinsol Lee; Ghassan AlRegib (IEEE DataPort, 2021)

Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. - Ryan Benkert; Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2022)

Gradient-Based Severity Labeling for Biomarker Classification in Oct. - Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib; Stephanie Trejo Corona; Charles C. Wykoff (ICIP, 2022)

Patient Aware Active Learning for Fine-Grained OCT Classification. - Yash-Yee Logan; Ryan Benkert; Ahmad Mustafa 002; Ghassan AlRegib (ICIP, 2022)

Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior. - Chen Zhou; Ghassan AlRegib; Armin Parchami; Kunjan Singh (ICIP, 2022)

Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification. - Yash-Yee Logan; Kiran Kokilepersaud; Gukyeong Kwon; Ghassan AlRegib; Charles C. Wykoff; Hannah Yu (ISBI, 2022)

Introspective Learning : A Two-Stage approach for Inference in Neural Networks. - Mohit Prabhushankar; Ghassan AlRegib (NeurIPS, 2022)

OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics. - Mohit Prabhushankar; Kiran Kokilepersaud; Yash-Yee Logan; Stephanie Trejo Corona; Ghassan AlRegib; Charles C. Wykoff (NeurIPS, 2022)

A novel attention model for salient structure detection in seismic volumes. - Muhammad Amir Shafiq; Zhiling Long; Haibin Di; Ghassan AlRegib (CoRR, 2022)

Explanatory Paradigms in Neural Networks. - Ghassan AlRegib; Mohit Prabhushankar (CoRR, 2022)

A Gating Model for Bias Calibration in Generalized Zero-shot Learning. - Gukyeong Kwon; Ghassan AlRegib (CoRR, 2022)

Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation. - Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2022)

Gradient-Based Adversarial and Out-of-Distribution Detection. - Jinsol Lee; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2022)

Patient Aware Active Learning for Fine-Grained OCT Classification. - Yash-Yee Logan; Ryan Benkert; Ahmad Mustafa 002; Gukyeong Kwon; Ghassan AlRegib (CoRR, 2022)

Clinical Contrastive Learning for Biomarker Detection. - Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2022)

On the Ramifications of Human Label Uncertainty. - Chen Zhou; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2022)

Explainable Machine Learning for Hydrocarbon Prospect Risking. - Ahmad Mustafa 002; Ghassan AlRegib (CoRR, 2022)

Explanatory Paradigms in Neural Networks: Towards relevant and contextual explanations. - Ghassan AlRegib; Mohit Prabhushankar (IEEE Signal Process. Mag., 2022)

Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation. - Ryan Benkert; Oluwaseun Joseph Aribido; Ghassan AlRegib (IEEE Trans. Geosci. Remote. Sens., 2022)

Clinical Trial Active Learning. - Zoe Fowler; Kiran Premdat Kokilepersaud; Mohit Prabhushankar; Ghassan Alregib (BCB, 2023)

FOCAL: A Cost-Aware Video Dataset for Active Learning. - Kiran Kokilepersaud; Yash-Yee Logan; Ryan Benkert; Chen Zhou; Mohit Prabhushankar; Ghassan AlRegib; Enrique Corona; Kunjan Singh; Mostafa Parchami (IEEE Big Data, 2023)

Probing the Purview of Neural Networks via Gradient Analysis. - Jinsol Lee; Charlie Lehman; Mohit Prabhushankar; Ghassan AlRegib (IEEE Access, 2023)

Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks. - Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2023)

Exploiting the Distortion-Semantic Interaction in Fisheye Data. - Kiran Kokilepersaud; Mohit Prabhushankar; Yavuz Yarici; Ghassan AlRegib; Armin Parchami (CoRR, 2023)

Clinically Labeled Contrastive Learning for OCT Biomarker Classification. - Kiran Kokilepersaud; Stephanie Trejo Corona; Mohit Prabhushankar; Ghassan AlRegib; Charles C. Wykoff (IEEE J. Biomed. Health Informatics, 2023)

Targeting Negative Flips in Active Learning using Validation Sets. - Ryan Benkert; Mohit Prabhushankar; Ghassan AlRegib (IEEE Big Data, 2024)

Benchmarking Human and Automated Prompting in the Segment Anything Model. - Jorge Quesada; Zoe Fowler; Mohammad Alotaibi; Mohit Prabhushankar; Ghassan AlRegib (IEEE Big Data, 2024)

PointPrompt: A Multi-modal Prompting Dataset for Segment Anything Model. - Jorge Quesada; Mohammad Alotaibi; Mohit Prabhushankar; Ghassan AlRegib (CVPR Workshops, 2024)

Are Objective Explanatory Evaluation Metrics Trustworthy? An Adversarial Analysis. - Prithwijit Chowdhury; Mohit Prabhushankar; Ghassan AlRegib; Mohamed Deriche 001 (ICIP, 2024)

Taxes are All You Need: Integration Of Taxonomical Hierarchy Relationships Into the Contrastive Loss. - Kiran Kokilepersaud; Yavuz Yarici; Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2024)

Intelligent Multi-View Test Time Augmentation. - Efe Ozturk; Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2024)

Explaining Representation Learning With Perceptual Components. - Yavuz Yarici; Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib (ICIP, 2024)

Transitional Uncertainty with Layered Intermediate Predictions. - Ryan Benkert; Mohit Prabhushankar; Ghassan AlRegib (ICML, 2024)

Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks. - Mohit Prabhushankar; Ghassan AlRegib (MIPR, 2024)

CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults. - Mohit Prabhushankar; Kiran Kokilepersaud; Jorge Quesada; Yavuz Yarici; Chen Zhou; Mohammad Alotaibi; Ghassan AlRegib (Zenodo, 2024)

PointPrompt: A Multi-modal Prompting Dataset for Segment Anything Model. - Jorge Quesada; Mohammad Alotaibi; Mohit Prabhushankar; Ghassan AlRegib (Zenodo, 2024)

Perceptual Quality-based Model Training under Annotator Label Uncertainty. - Chen Zhou; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2024)

Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets. - Ghazal Kaviani; Reza Marzban; Ghassan AlRegib (CoRR, 2024)

CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults. - Mohit Prabhushankar; Kiran Kokilepersaud; Jorge Quesada; Yavuz Yarici; Chen Zhou; Mohammad Alotaibi; Ghassan AlRegib; Ahmad Mustafa 002; Yusufjon Kumakov (CoRR, 2024)

Effective Data Selection for Seismic Interpretation Through Disagreement. - Ryan Benkert; Mohit Prabhushankar; Ghassan AlRegib (IEEE Trans. Geosci. Remote. Sens., 2024)

Visual Attention-Guided Learning With Incomplete Labels for Seismic Fault Interpretation. - Ahmad Mustafa 002; Reza Rastegar; Tim Brown; Gregory Nunes; Daniel Delilla; Ghassan Alregib (IEEE Trans. Geosci. Remote. Sens., 2024)

Gaussian Switch Sampling: A Second-Order Approach to Active Learning. - Ryan Benkert; Mohit Prabhushankar; Ghassan AlRegib; Armin Pacharmi; Enrique Corona (IEEE Trans. Artif. Intell., 2024)

SegFaults in the Earth. - Ghassan AlRegib; Mohit Prabhushankar; Chen Zhou; Prithwijit Chowdhury; Jorge Quesada (Zenodo, 2024)

PointPrompt: A Multi-modal Prompting Dataset for Segment Anything Model. - Jorge Quesada; Mohammad Alotaibi; Mohit Prabhushankar; Ghassan AlRegib (Zenodo, 2024)

DARai: Daily Activity Recordings for AI and ML aplications. - Ghazal Kaviani; Yavuz Yarici; Mohit Prabhushankar; Ghassan AlRegib; Mashhour Solh; Ameya Patil (IEEE DataPort, 2024)

CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults. - Mohit Prabhushankar; Kiran Kokilepersaud; Jorge Quesada; Yavuz Yarici; Chen Zhou; Mohammad Alotaibi; Ghassan AlRegib (Zenodo, 2024)

PointPrompt: A Visual Prompting Dataset based on the Segment Anything Model. - Jorge Quesada; Zoe Fowler; Mohammad Alotaibi; Mohit Prabhushankar; Ghassan AlRegib (Zenodo, 2024)

Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition [SP Competitions]. - Ghassan AlRegib; Mohit Prabhushankar; Kiran Kokilepersaud; Prithwijit Chowdhury; Zoe Fowler; Stephanie Trejo Corona; Lucas A. Thomaz; Angshul Majumdar (IEEE Signal Process. Mag., 2024)

TrajPRed: Trajectory Prediction With Region-Based Relation Learning. - Chen Zhou; Ghassan AlRegib; Armin Parchami; Kunjan Singh (IEEE Trans. Intell. Transp. Syst., 2024)

HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms. - Kiran Kokilepersaud; Seulgi Kim; Mohit Prabhushankar; Ghassan AlRegib (WACV, 2025)

VOICE: Variance of Induced Contrastive Explanations to Quantify Uncertainty in Neural Network Interpretability. - Mohit Prabhushankar; Ghassan AlRegib (IEEE J. Sel. Top. Signal Process., 2025)

Hierarchical and Multimodal Data for Daily Activity Understanding. - Ghazal Kaviani; Yavuz Yarici; Seulgi Kim; Mohit Prabhushankar; Ghassan AlRegib; Mashhour Solh; Ameya Patil (CoRR, 2025)

A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior. - Jorge Quesada; Chen Zhou; Prithwijit Chowdhury; Mohammad Alotaibi; Ahmad Mustafa 002; Yusufjon Kumakov; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2025)

AdaDim: Dimensionality Adaptation for SSL Representational Dynamics. - Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2025)

Multi-level and Multi-modal Action Anticipation. - Seulgi Kim; Ghazal Kaviani; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2025)

ReCoGNet: Recurrent Context-Guided Network for 3D MRI Prostate Segmentation. - Ahmad Mustafa 002; Reza Rastegar; Ghassan AlRegib (CoRR, 2025)

Subject Invariant Contrastive Learning for Human Activity Recognition. - Yavuz Yarici; Kiran Kokilepersaud; Mohit Prabhushankar; Ghassan AlRegib (CoRR, 2025)