Kernel-Based Image Filtering: Fast Algorithms and Applications
Image filtering is a fundamental task in computer vision and image processing. Various linear and nonlinear filters are routinely used for…
Read moreTowards a Unified Theory of Sensor Pattern Noise: An analysis of dark current, lens effects, and temperature bias in CMOS image sensors
Matching images to a discrete camera is of significance in forensic investigation. In the case of digital images, forensic matching is possible…
Read moreUnited Human Pose: Integrating Domain Knowledge and Machine Learning
With the great endeavor of computer vision community, 2D human pose estimation has achieved considerable success in recent years, from the…
Read moreDesign Space Exploration for Signal Processing Systems Using Lightweight Dataflow Graphs
Advisor: Bhattacharyya, Shuvra S. Abstract:
Read moreDigital Signal Processing with Signal-Derived Timing: Analysis and Implementation
Advisor: Tsividis, Yannis Abstract:
Read moreMultirate Frequency Transformations: Wideband AM-FM Demodulation with Applications to Signal Processing and Communications
Advisor: Santhanam, Balu Abstract:
Read moreDesign Space Exploration for Signal Processing Systems Using Lightweight Dataflow Graphs
Advisor: Bhattacharyya, Shuvra S.
Read moreReconfigurable High Speed Optical Signal Processing Using Optical Frequency Comb for High-Capacity, Spectrally Efficient Fiber Optic Systems and Networks
Optical fiber communication systems provide the infrastructure for high-capacity data transfer. The field has shown dramatic increases in…
Read moreA Comparative Study of Signal Processing Methods for Fetal Phonocardiography Analysis
More than one million fetal deaths occur in the United States every year. Monitoring the long-term heart rate variability provides a great amount of…
Read moreStructured Low-Rank Matrix Approximation in Signal Processing: Semidefinite Formulations and Entropic First-order Methods
Applications of semidefinite optimization in signal processing are often derived from the Kalman-Yakubovich-Popov lemma and its…
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