Search Results - "Zhou, Jinjia"

Image/Video Coding and Processing Techniques for Intelligent Sensor Nodes by Zhou, Jinjia, Taniguchi, Ittetsu, Jin, Xin

“…There is an increasing interest in developing intelligent sensor nodes which enable intelligent processing for Internet of Things (IoT) surveillance, remote…”
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Computer-Vision-Oriented Adaptive Sampling in Compressive Sensing by Liu, Luyang, Nishikawa, Hiroki, Zhou, Jinjia, Taniguchi, Ittetsu, Onoye, Takao

“…Compressive sensing (CS) is recognized for its adeptness at compressing signals, making it a pivotal technology in the context of sensor data acquisition. With…”
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Compressive Sensing in Image/Video Compression: Sampling, Coding, Reconstruction, and Codec Optimization by Zhou, Jinjia, Yang, Jian

“…Compressive Sensing (CS) has emerged as a transformative technique in image compression, offering innovative solutions to challenges in efficient signal…”
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A Highly Pipelined and Highly Parallel VLSI Architecture of CABAC Encoder for UHDTV Applications by Fu, Chen, Sun, Heming, Zhang, Zhiqiang, Zhou, Jinjia

“…Recently, specifically designed video codecs have been preferred due to the expansion of video data in Internet of Things (IoT) devices. Context Adaptive…”
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Ultra-High-Throughput VLSI Architecture of H.265/HEVC CABAC Encoder for UHDTV Applications by Dajiang Zhou, Jinjia Zhou, Wei Fei, Goto, Satoshi

“…Ultra high definition television (UHDTV) imposes extremely high throughput requirement on video encoders based on High Efficiency Video Coding (H.265/HEVC) and…”
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An Iterative Image Inpainting Method Using Mask Shrinking by Matano, Haruka, Haixin, Wang, Jinjia, Zhou

“…In the field of computer vision, image inpainting plays a crucial role in filling in missing portions of images. Current methods often utilize deep learning…”
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A 1.59 Gpixel/s Motion Estimation Processor With -211 to +211 Search Range for UHDTV Video Encoder by Dajiang Zhou, Jinjia Zhou, Gang He, Goto, Satoshi

“…3840 × 2160 and 7680 × 4320 UHDTV formats deliver remarkably enhanced visual experience relative to high definition but in the meanwhile involve huge…”
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DE-MKD: Decoupled Multi-Teacher Knowledge Distillation Based on Entropy by Cheng, Xin, Zhang, Zhiqiang, Weng, Wei, Yu, Wenxin, Zhou, Jinjia

“…The complexity of deep neural network models (DNNs) severely limits their application on devices with limited computing and storage resources. Knowledge…”
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Intra Prediction-Based Measurement Coding Algorithm for Block-Based Compressive Sensing Images by Peetakul, Jirayu, Fan, Yibo, Zhou, Jinjia

“…Block-based compressive image sensor (BCIS) captures light and represents them as compressed data called measurement. It has potential to revolutionize…”
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Recent trending on learning based video compression: A survey by Hoang, Trinh Man, Zhou, Jinjia

“…The increase of video content and video resolution drive more exploration of video compression techniques recently. Meanwhile, learning-based video compression…”
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Deep Learning-Based Luma and Chroma Fractional Interpolation in Video Coding by Pham, Chi Do-Kim, Zhou, Jinjia

“…Motion compensated prediction is one of the essential methods to reduce temporal redundancy in inter coding. The target of motion compensated prediction is to…”
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Text-Guided Customizable Image Synthesis and Manipulation by Zhang, Zhiqiang, Fu, Chen, Weng, Wei, Zhou, Jinjia

“…Due to the high flexibility and conformity to people’s usage habits, text description has been widely used in image synthesis research recently and has…”
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An 8K H.265/HEVC Video Decoder Chip With a New System Pipeline Design by Dajiang Zhou, Shihao Wang, Heming Sun, Jianbin Zhou, Jiayi Zhu, Yijin Zhao, Jinjia Zhou, Shuping Zhang, Kimura, Shinji, Yoshimura, Takeshi, Goto, Satoshi

“…8K ultra-HD is being promoted as the next-generation video specification. While the High Efficiency Video Coding (HEVC) standard greatly enhances the…”
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A 530 Mpixels/s 4096x2160@60fps H.264/AVC High Profile Video Decoder Chip by Dajiang Zhou, Jinjia Zhou, Xun He, Jiayi Zhu, Ji Kong, Peilin Liu, Goto, S

“…The increased resolution of Quad Full High Definition (QFHD) offers significantly enhanced visual experience. However, the corresponding huge data throughput…”
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Blind Image Quality Assessment for a Single Image From Text-to-Image Synthesis by Yu, Wenxin, Zhang, Xuewen, Zhang, Yunye, Zhang, Zhiqiang, Zhou, Jinjia

“…A fundamental bottleneck in text-to-image synthesis is that there are rarely subjective quality evaluation metrics for a single generated image. To address…”
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Lossy Compression for Embedded Computer Vision Systems by Li Guo, Dajiang Zhou, Jinjia Zhou, Kimura, Shinji, Goto, Satoshi

“…Computer vision applications are rapidly gaining popularity in embedded systems, which typically involve a difficult tradeoff between vision performance and…”
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A Frame-Parallel 2 Gpixel/s Video Decoder Chip for UHDTV and 3-DTV/FTV Applications by Jinjia Zhou, Dajiang Zhou, Jiayi Zhu, Goto, Satoshi

“…The first single-chip design that supports real-time H.264/Advanced Video Coding decoding of 8k (7680×4320) 60 frames/s is realized. It also supports multiview…”
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Customizable GAN: A Method for Image Synthesis of Human Controllable by Zhang, Zhiqiang, Yu, Wenxin, Zhou, Jinjia, Zhang, Xuewen, Jiang, Ning, He, Gang, Yang, Zhuo

“…In the research of computer vision, artificial controllability of image synthesis is a significant and challenging task. At present, there are two available…”
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Two-Stage Model Compression and Acceleration: Optimal Student Network for Better Performance by Tang, Jialiang, Jiang, Ning, Yu, Wenxin, Zhou, Jinjia, Mai, Liuwei

“…Convolutional neural networks(CNNs) have demonstrated its advanced ability in many fields. However, the calculations and parameters of the advanced CNNs are…”
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IEEE Access Special Section Editorial: Deep Learning Technologies for Internet of Video Things by Zhou, Jinjia, Ascenso, Joao, Sanchez, Victor, Zhang, Lu, Liu, Jianquan, Xu, Jiu

“…Recently, data-driven algorithms such as deep neural networks have attracted a lot of attention and have become a popular area of research and development…”
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