Single-image night haze removal based on color channel transfer and estimation of spatial variation in atmospheric light

The visible-light imaging system used in military equipment is often subjected to severe weather conditions, such as fog, haze, and smoke, under complex lighting conditions at night that significantly degrade the acquired images. Currently available image defogging methods are mostly suitable for environments with natural light in the daytime, but the clarity of images captured under complex lighting conditions and spatial changes in the presence of fog at night is not satisfactory. This study proposes an algorithm to remove night fog from single images based on an analysis of the statistical characteristics of images in scenes involving night fog. Color channel transfer is designed to compensate for the high attenuation channel of foggy images acquired at night. The distribution of transmittance is estimated by the deep convolutional network DehazeNet, and the spatial variation of atmospheric light is estimated in a point-by-point manner according to the maximum reflection prior to recover the clear image. The results of experiments show that the proposed method can compensate for the high attenuation channel of foggy images at night, remove the effect of glow from a multi-color and non-uniform ambient source of light, and improve the adaptability and visual effect of the removal of night fog from images compared with the conventional method.

Vacuolar H^(+)-ATPase and BZR1 form a feedback loop to regulate the homeostasis of BR signaling inArabidopsis

Brassinosteroid(BR)is a vital plant hormone that regulates plant growth anddevelopment.BRASSINAZOLE RESISTANT1(BZR1)is a key transcription factor in BR signaling,and its nucleocytoplasmic localization is crucial for BR signaling.However,the mechanisms that regulate BzR1 nucleocytoplasmic distribution and thus the homeostasis of BR signaling remain largely unclear.The vacuole is the largest organelle in mature plantcells and plays a key role in maintenance of cell ular pH,storage of intracellular substances,and transport ofions.In this study,weuncovered anovel mechanismof BR signaling homeostasis regulatedbythe vacuolar H+-ATPase(V-ATPase)and BZR1 feedback loop.Our results revealed that the vha-a2 vha-a3 mutant(vha2,lacking V-ATPase activity)exhibits enhanced BR signaling with increased total amount of BZR1,nuclearlocalized BZR1,and the ratio of BZR1/phosphorylated BZR1 in the nucleus.Further biochemical assays revealed that VHA-a2 and VHA-a3 of V-ATPase interact with the BZR1 protein through a domain that is conserved across multiple species.VHA-a2 and VHA-a3 negatively regulate BR signaling by interacting with BzR1 and promoting its retention in the tonoplast.Interestingly,a series of molecular analyses demonstrated that nuclear-localized BZR1 could bind directlyto specific motifs in the promoters of VHA-a2 andVHAa3topromote their expression.Taken together,these results suggest that V-ATPase and BzR1 mayforma feedback regulatory loop to maintain thehomeostasis of BR signaling in Arabidopsis,providing new insights into vacuole-mediated regulation of hormone signaling.

Red organic light-emitting diodes based photobiomodulation therapy enabling prominent hair growth

Hair loss can cause psychological distress.Here,red organic light-emitting diode(OLED)light source is first introduced as the photobiomodulation therapy(PBMT)for hair growth and demonstrated as a promising and non-invasive therapeutic modality for alopecia.OLED exhibits unique advantages of homogeneous irradiation,flexible in form factor,less heat generation.These features enable OLED to be an ideal candidate for wearable PBMT light sources.A systematic study of using red OLEDs to facilitate hair growth was conducted.The results show that OLEDs excellently promote hair regrowth.OLED irradiation can increase the length of the hair by a factor of 1.5 as compared to the control,the hair regrowth area is enlarged by over 3 times after 20 days of treatments.Moreover,the mechanism of OLED that stimulates hair follicle regeneration is investigated invivo by conducting a systematic controlled experiments on mice with or without OLED PBMT.Based on the comprehensive histological and immunofluorescence staining studies,two key factors are identified for red OLEDs to facilitate hair follicle regeneration:(i)increased autophagy during the anagen phase of the hair growth cycle;(ii)increased blood oxygen content promoted by the accelerated microvascular blood flow.

Interaction of brassinosteroid and cytokinin promotes ovule initiation and increases seed number per silique in Arabidopsis

Ovule initiation is a key step that strongly influences ovule number and seed yield.Notably,mutants with enhanced brassinosteroid(BR)and cytokinin(CK)signaling produce more ovules and have a higher seed number per silique(SNS)than wild-type plants.Here,we crossed BR-and CKrelated mutants to test whether these phytohormones function together in ovule initiation.We determined that simultaneously enhancing BR and CK contents led to higher ovule and seed numbers than enhancing BR or CK separately,and BR and CK enhanced each other.Further,the BR-response transcription factor BZR1 directly interacted with the CK-response transcription factor ARABIDOPSIS RESPONSE REGULATOR1(ARR1).Treatments with BR or BR plus CK strengthened this interaction and subsequent ARR1 targeting and induction of downstream genes to promote ovule initiation.Enhanced CK signaling partially rescued the reduced SNS phenotype of BR-deficient/insensitive mutants whereas enhanced BR signaling failed to rescue the low SNS of CK-deficient mutants,suggesting that BR regulates ovule initiation and SNS through CK-mediated and-independent pathways.Our study thus reveals that interaction between BR and CK promotes ovule initiation and increases seed number,providing important clues for increasing the seed yield of dicot crops.

Multiple functions of the vacuole in plant growth and fruit quality

Vacuoles are organelles in plant cells that play pivotal roles in growth and developmental regulation.The main functions of vacuoles include maintaining cell acidity and turgor pressure,regulating the storage and transport of substances,controlling the transport and localization of key proteins through the endocytic and lysosomal-vacuolar transport pathways,and responding to biotic and abiotic stresses.Further,proteins localized either in the tonoplast(vacuolar membrane)or inside the vacuole lumen are critical for fruit quality.In this review,we summarize and discuss some of the emerging functions and regulatory mechanisms associated with plant vacuoles,including vacuole biogenesis,vacuole functions in plant growth and development,fruit quality,and plant-microbe interaction,as well as some innovative research technology that has driven advances in the field.Together,the functions of plant vacuoles are important for plant growth and fruit quality.The investigation of vacuole functions in plants is of great scientific significance and has potential applications in agriculture.

Ovule initiation:the essential step controlling offspring number in Arabidopsis

Seed is the offspring of angiosperms.Plants produce large numbers of seeds to ensure effective reproduction and survival in varying environments.Ovule is a fundamentally important organ and is the precursor of the seed.In Arabidopsis and other plants characterized by multi-ovulate ovaries,ovule initiation determines the maximal ovule number,thus greatly affecting seed number per fruit and seed yield.Investigating the regulatory mechanism of ovule initiation has both scientific and economic significance.However,the genetic and molecular basis underlying ovule initiation remains unclear due to technological limitations.Very recently,rules governing the multiple ovules initiation from one placenta have been identified,the individual functions and crosstalk of phytohormones in regulating ovule initiation have been further characterized,and new regulators of ovule boundary are reported,therefore expanding the understanding of this field.In this review,we present an overview of current knowledge in ovule initiation and summarize the significance of ovule initiation in regulating the number of plant offspring,as well as raise insights for the future study in this field that provide potential routes for the improvement of crop yield.