V. Srinivasa Somayazulu

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 8

Top Topics

Model Based Clustering

Gaussian Mixture

Reinforcement Learning

Top Venues

Publications

Alon Harell, Yalda Foroutan, Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic
Rate-Distortion Theory in Coding for Machines and its Application. CoRR (2023)
Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN models. CVPR (2023)
Parual Datta, Nilesh A. Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing. ICPR (2022)
Parual Datta, Nilesh A. Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing. CoRR (2022)
Arjun Anand, Ravikumar Balakrishnan, V. Srinivasa Somayazulu, Rath Vannithamby
Model-Assisted Deep Reinforcement Learning for Dynamic Wireless Scheduling. ACSSC (2020)
Ravikumar Balakrishnan, Kunal Sankhe, V. Srinivasa Somayazulu, Rath Vannithamby, Jerry Sydir
Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation. GLOBECOM (2019)
Erkan Alpman, Ahmad Khairi, Richard Dorrance, Minyoung Park, V. Srinivasa Somayazulu, Jeffrey R. Foerster, Ashoke Ravi, Jeyanandh Paramesh, Stefano Pellerano
802.11g/n Compliant Fully Integrated Wake-Up Receiver With -72-dBm Sensitivity in 14-nm FinFET CMOS. IEEE J. Solid State Circuits 53 (5) (2018)
Jen-An Yang, Chia-Han Lee, Shao-Wen Yang, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
Wearable social camera: Egocentric video summarization for social interaction. ICME Workshops (2016)
Shun-Hsing Ou, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
On-Line Multi-View Video Summarization for Wireless Video Sensor Network. IEEE J. Sel. Top. Signal Process. 9 (1) (2015)
Shun-Hsing Ou, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
Video sensor node with distributed video summary for Internet-of-Things applications. ICCE-TW (2015)
Shao-Yi Chien, Wei-Kai Chan, Yu-Hsiang Tseng, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Distributed computing in IoT: System-on-a-chip for smart cameras as an example. ASP-DAC (2015)
Pei-Hen Hung, Chia-Han Lee, Shao-Wen Yang, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
Bridge deep learning to the physical world: An efficient method to quantize network. SiPS (2015)
Shun-Hsing Ou, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
Low complexity on-line video summarization with Gaussian mixture model based clustering. ICASSP (2014)
Hsin-Fang Wu, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen, Shao-Yi Chien
Error resilience for key frames in distributed video coding with rate-distortion optimized mode decision. ISCAS (2014)
Shun-Hsing Ou, Yu-Chen Lu, Jui-Pin Wang, Shao-Yi Chien, Shou-De Lin, Mi-Yen Yeti, Chia-Han Lee, Phillip B. Gibbons, V. Srinivasa Somayazulu, Yen-Kuang Chen
Communication-efficient multi-view keyframe extraction in distributed video sensors. VCIP (2014)
Shao-Yi Chien, Teng-Yuan Cheng, Shun-Hsing Ou, Chieh-Chuan Chiu, Chia-han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Power Consumption Analysis for Distributed Video Sensors in Machine-to-Machine Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 3 (1) (2013)
Chieh-Chuan Chiu, Shao-Yi Chien, Chia-han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Hybrid distributed video coding with frame level coding mode selection. ICIP (2012)
Chieh-Chuan Chiu, Hsin-Fang Wu, Shao-Yi Chien, Chia-Han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Hardware architecture design of hybrid distributed video coding with frame level coding mode selection. APSIPA (2012)
Shao-Yi Chien, Teng-Yuan Cheng, Chieh-Chuan Chiu, Pei-Kuei Tsung, Chia-han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Power optimization of wireless video sensor nodes in M2M networks. ASP-DAC (2012)
Dawei Wang, V. Srinivasa Somayazulu, Jeffrey R. Foerster
Efficient cross-layer resource allocation for H.264/SVC video transmission over downlink of an LTE system. WOWMOM (2012)
Chieh-Chuan Chiu, Shao-Yi Chien, Chia-han Lee, V. Srinivasa Somayazulu, Yen-Kuang Chen
Distributed video coding: A promising solution for distributed wireless video sensors or not? VCIP (2011)
Sumit Roy, Jeffrey R. Foerster, V. Srinivasa Somayazulu, David G. Leeper
Ultrawideband radio design: the promise of high-speed, short-range wireless connectivity. Proc. IEEE 92 (2) (2004)
Arjunan Rajeswaran, V. Srinivasa Somayazulu, Jeffrey R. Foerster
RAKE performance for a pulse based UWB system in a realistic UWB indoor channel. ICC (2003)
Minnie Ho, V. Srinivasa Somayazulu, Jeffrey R. Foerster, Sumit Roy
A differential detector for an ultra-wideband communications system. VTC Spring (2002)
V. Srinivasa Somayazulu
Multiple access performance in UWB systems using time hopping vs. direct sequence spreading. WCNC (2002)
Peter R. Cappello, Grant A. Davidson, Allen Gersho, Çetin Kaya Koç, V. Srinivasa Somayazulu
A systolic vector quantization processor for real-time speech coding. ICASSP (1986)